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10M
DCLM-Baseline
mmlu_high_school_computer_science
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.38, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.64, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.38, 'correct_choice': 1.46, 'acc_raw': 0.25, 'acc_per_token': 0.23, 'acc_per_char': 0.32, 'acc_per_byte': 0.32, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -114.32872126579285, 'logits_per_token_corr': -10.882418676673614, 'logits_per_char_corr': -3.435429256272186, 'bits_per_byte_corr': 4.94310831415651, 'correct_prob': 3.854940848201834e-06, 'correct_prob_per_token': 1.892524094448923e-05, 'correct_prob_per_char': 0.08502928948351737, 'margin': -1.2445670633826975e-06, 'margin_per_token': -1.464443988682192e-06, 'margin_per_char': -0.013886321693032356, 'total_prob': 1.500908004178418e-05, 'total_prob_per_token': 7.565764784082555e-05, 'total_prob_per_char': 0.3160215428716663, 'uncond_correct_prob': 4.132140454230515e-06, 'uncond_correct_prob_per_token': 1.9679600804059697e-05, 'uncond_correct_prob_per_char': 0.08533935066332964, 'uncond_total_prob': 1.707879081105474e-05, 'norm_correct_prob': 0.23220215227262272, 'norm_correct_prob_per_token': 0.2502805053333701, 'norm_correct_prob_per_char': 0.2612267864252022, 'primary_metric': 0.25}
10M
DCLM-Baseline
mmlu_high_school_computer_science
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.2, 'predicted_index_per_token': 1.52, 'predicted_index_per_char': 1.64, 'predicted_index_per_byte': 1.64, 'predicted_index_uncond': 1.72, 'correct_choice': 1.46, 'acc_raw': 0.23, 'acc_per_token': 0.23, 'acc_per_char': 0.32, 'acc_per_byte': 0.32, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -113.44423444747925, 'logits_per_token_corr': -10.829521510256614, 'logits_per_char_corr': -3.424318488177529, 'bits_per_byte_corr': 4.927257552745862, 'correct_prob': 3.659402859710938e-06, 'correct_prob_per_token': 1.999032513716453e-05, 'correct_prob_per_char': 0.08634939096918744, 'margin': -2.196334330793785e-06, 'margin_per_token': -2.3210403015698574e-06, 'margin_per_char': -0.014661790770184844, 'total_prob': 1.635892577252799e-05, 'total_prob_per_token': 8.13900142455126e-05, 'total_prob_per_char': 0.3214776155820022, 'uncond_correct_prob': 4.1819236141218584e-06, 'uncond_correct_prob_per_token': 2.0125051625392913e-05, 'uncond_correct_prob_per_char': 0.0857886323974052, 'uncond_total_prob': 1.7607303534125117e-05, 'norm_correct_prob': 0.23504525585078073, 'norm_correct_prob_per_token': 0.24567993012014, 'norm_correct_prob_per_char': 0.2601383195125834, 'primary_metric': 0.23}
10M
DCLM-Baseline
mmlu_high_school_computer_science
0
default
5xC
0
0
{'predicted_index_raw': 1.24, 'predicted_index_per_token': 1.49, 'predicted_index_per_char': 1.67, 'predicted_index_per_byte': 1.67, 'predicted_index_uncond': 1.55, 'correct_choice': 1.46, 'acc_raw': 0.28, 'acc_per_token': 0.25, 'acc_per_char': 0.33, 'acc_per_byte': 0.33, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -114.26210599899292, 'logits_per_token_corr': -10.857265870675283, 'logits_per_char_corr': -3.4271418098468165, 'bits_per_byte_corr': 4.931102358091555, 'correct_prob': 4.009936565434683e-06, 'correct_prob_per_token': 1.939195326262356e-05, 'correct_prob_per_char': 0.08538938553640482, 'margin': -2.2603259943118104e-06, 'margin_per_token': -1.949658252618447e-06, 'margin_per_char': -0.01468166114210328, 'total_prob': 1.721754990865686e-05, 'total_prob_per_token': 7.76960424729571e-05, 'total_prob_per_char': 0.3175988874175733, 'uncond_correct_prob': 3.6906100113393687e-06, 'uncond_correct_prob_per_token': 1.9990377777150074e-05, 'uncond_correct_prob_per_char': 0.0862430368505928, 'uncond_total_prob': 1.6652561770824692e-05, 'norm_correct_prob': 0.24466799501702974, 'norm_correct_prob_per_token': 0.24952418521069097, 'norm_correct_prob_per_char': 0.261787003807556, 'primary_metric': 0.28}
10M
DCLM-Baseline
mmlu_high_school_computer_science
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.1, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.45, 'predicted_index_per_byte': 1.45, 'predicted_index_uncond': 1.35, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.23, 'acc_per_char': 0.31, 'acc_per_byte': 0.31, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -51.57748225688934, 'logits_per_token_corr': -6.186881307956571, 'logits_per_char_corr': -1.995096409184173, 'bits_per_byte_corr': 2.8727972000341917, 'correct_prob': 6.820041535559626e-05, 'correct_prob_per_token': 0.010152246693623522, 'correct_prob_per_char': 0.2478695968842128, 'margin': -6.334927579382732e-05, 'margin_per_token': -0.003722925773022581, 'margin_per_char': -0.028392024679458713, 'total_prob': 0.000236201098894894, 'total_prob_per_token': 0.036201700173064906, 'total_prob_per_char': 0.9625501124458452, 'uncond_correct_prob': 8.689718151554854e-05, 'uncond_correct_prob_per_token': 0.005386052024489159, 'uncond_correct_prob_per_char': 0.22260649888453338, 'uncond_total_prob': 0.0004777361752498552, 'norm_correct_prob': 0.19844346786451783, 'norm_correct_prob_per_token': 0.24573446217583034, 'norm_correct_prob_per_char': 0.2664340917100192, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 0.96, 'predicted_index_per_token': 1.28, 'predicted_index_per_char': 1.37, 'predicted_index_per_byte': 1.37, 'predicted_index_uncond': 1.34, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.21, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -51.086473836898804, 'logits_per_token_corr': -5.844616196265527, 'logits_per_char_corr': -1.833278907852659, 'bits_per_byte_corr': 2.639410246572764, 'correct_prob': 0.0005058700679824216, 'correct_prob_per_token': 0.011352086540262027, 'correct_prob_per_char': 0.25618876707718746, 'margin': -0.0003798876430616084, 'margin_per_token': -0.0061948658878710865, 'margin_per_char': -0.03464042307925295, 'total_prob': 0.0016703186320392183, 'total_prob_per_token': 0.04240926262658877, 'total_prob_per_char': 1.0014722806714327, 'uncond_correct_prob': 7.830356473220128e-05, 'uncond_correct_prob_per_token': 0.004436484564711709, 'uncond_correct_prob_per_char': 0.21212777128053628, 'uncond_total_prob': 0.00044201196212667723, 'norm_correct_prob': 0.22177531554969473, 'norm_correct_prob_per_token': 0.24091303567157243, 'norm_correct_prob_per_char': 0.26106431417496023, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.46, 'predicted_index_per_char': 1.5, 'predicted_index_per_byte': 1.5, 'predicted_index_uncond': 1.42, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.23, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -51.20802688598633, 'logits_per_token_corr': -5.928188876667626, 'logits_per_char_corr': -1.8768108542232367, 'bits_per_byte_corr': 2.7024630595390966, 'correct_prob': 0.00022631002951582324, 'correct_prob_per_token': 0.008759896154217649, 'correct_prob_per_char': 0.24878213776896108, 'margin': -0.0001846156859515686, 'margin_per_token': -0.006352321536645909, 'margin_per_char': -0.032314348354558355, 'total_prob': 0.0008328559988562648, 'total_prob_per_token': 0.036416956987948244, 'total_prob_per_char': 0.9758693921097453, 'uncond_correct_prob': 0.00013472212568873374, 'uncond_correct_prob_per_token': 0.004998048310795732, 'uncond_correct_prob_per_char': 0.22288884220609873, 'uncond_total_prob': 0.0006133961448395894, 'norm_correct_prob': 0.21348706831296738, 'norm_correct_prob_per_token': 0.24626525743348324, 'norm_correct_prob_per_char': 0.2630010448895936, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.21, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.46, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.18, 'acc_per_char': 0.28, 'acc_per_byte': 0.29, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -50.885356197357176, 'logits_per_token_corr': -6.066690529443222, 'logits_per_char_corr': -1.942747810257035, 'bits_per_byte_corr': 2.7975501534855116, 'correct_prob': 0.00018293544258766347, 'correct_prob_per_token': 0.010770900435843398, 'correct_prob_per_char': 0.2522823310994754, 'margin': -0.00014862305890621662, 'margin_per_token': -0.005617130224100521, 'margin_per_char': -0.0339525406179854, 'total_prob': 0.0006028502368919501, 'total_prob_per_token': 0.04089478972306933, 'total_prob_per_char': 0.9908691941781532, 'uncond_correct_prob': 0.0001297678880078039, 'uncond_correct_prob_per_token': 0.0058615401074678455, 'uncond_correct_prob_per_char': 0.22329480773751414, 'uncond_total_prob': 0.0007830734802198837, 'norm_correct_prob': 0.21390814150100573, 'norm_correct_prob_per_token': 0.2319030373622222, 'norm_correct_prob_per_char': 0.26239618337433135, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.06, 'predicted_index_per_token': 1.32, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.27, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.27, 'acc_per_char': 0.25, 'acc_per_byte': 0.24, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -50.21418847560883, 'logits_per_token_corr': -5.640712078070653, 'logits_per_char_corr': -1.7616776588426368, 'bits_per_byte_corr': 2.536367270128639, 'correct_prob': 0.0007342733511090351, 'correct_prob_per_token': 0.011218419903458305, 'correct_prob_per_char': 0.2610245641919277, 'margin': -0.000930653011566622, 'margin_per_token': -0.005987575312277422, 'margin_per_char': -0.03669334270031829, 'total_prob': 0.003243046633367063, 'total_prob_per_token': 0.04383368840203196, 'total_prob_per_char': 1.0306061979932206, 'uncond_correct_prob': 0.00029156406481236935, 'uncond_correct_prob_per_token': 0.005970936833919228, 'uncond_correct_prob_per_char': 0.22818601596506569, 'uncond_total_prob': 0.0013828284044651805, 'norm_correct_prob': 0.20486660713768212, 'norm_correct_prob_per_token': 0.23871967883936077, 'norm_correct_prob_per_char': 0.25942289528765666, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.38, 'predicted_index_per_byte': 1.36, 'predicted_index_uncond': 1.18, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.21, 'acc_per_char': 0.28, 'acc_per_byte': 0.29, 'acc_uncond': 0.34, 'no_answer': 0.0, 'sum_logits_corr': -49.49935031175613, 'logits_per_token_corr': -5.694971036951423, 'logits_per_char_corr': -1.7937760586806173, 'bits_per_byte_corr': 2.582847019386195, 'correct_prob': 0.0006286863178893867, 'correct_prob_per_token': 0.012142382864710095, 'correct_prob_per_char': 0.2619041321721355, 'margin': -0.0004225315664919526, 'margin_per_token': -0.006395360278295224, 'margin_per_char': -0.03314913771260884, 'total_prob': 0.0019451849538274842, 'total_prob_per_token': 0.0464639670956427, 'total_prob_per_char': 1.027024735295896, 'uncond_correct_prob': 0.00010205854814450111, 'uncond_correct_prob_per_token': 0.0050870001375056565, 'uncond_correct_prob_per_char': 0.21781502458821586, 'uncond_total_prob': 0.0005745152232096923, 'norm_correct_prob': 0.20779478957696149, 'norm_correct_prob_per_token': 0.24539172272449572, 'norm_correct_prob_per_char': 0.26375626367130545, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 0.94, 'predicted_index_per_token': 1.29, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.5, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.24, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -48.32458882331848, 'logits_per_token_corr': -5.488749371355653, 'logits_per_char_corr': -1.7362402798274146, 'bits_per_byte_corr': 2.499788465465239, 'correct_prob': 0.0011467318157813045, 'correct_prob_per_token': 0.013662693747127868, 'correct_prob_per_char': 0.273292335391729, 'margin': -0.0007267034293425953, 'margin_per_token': -0.006722479350236661, 'margin_per_char': -0.03527997221856474, 'total_prob': 0.003771781191899101, 'total_prob_per_token': 0.05134458699243072, 'total_prob_per_char': 1.0643954739171646, 'uncond_correct_prob': 0.00018449505692480776, 'uncond_correct_prob_per_token': 0.006121165765464343, 'uncond_correct_prob_per_char': 0.22923566123966255, 'uncond_total_prob': 0.0011892496148455842, 'norm_correct_prob': 0.2030096188188481, 'norm_correct_prob_per_token': 0.23696158650100038, 'norm_correct_prob_per_char': 0.2594468714837929, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.11, 'predicted_index_per_token': 1.26, 'predicted_index_per_char': 1.47, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.2, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.19, 'acc_per_char': 0.31, 'acc_per_byte': 0.3, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -49.51836884021759, 'logits_per_token_corr': -5.79399600347732, 'logits_per_char_corr': -1.8332524181257843, 'bits_per_byte_corr': 2.640167728576572, 'correct_prob': 0.000512975082501584, 'correct_prob_per_token': 0.012305854661805728, 'correct_prob_per_char': 0.2627307265573715, 'margin': -0.0006588194988952179, 'margin_per_token': -0.007810772975864862, 'margin_per_char': -0.037654813257487076, 'total_prob': 0.001953984565492914, 'total_prob_per_token': 0.04929266572270042, 'total_prob_per_char': 1.035393384072046, 'uncond_correct_prob': 0.000301925068201755, 'uncond_correct_prob_per_token': 0.006455290955090446, 'uncond_correct_prob_per_char': 0.23037575620284584, 'uncond_total_prob': 0.0015472056923232693, 'norm_correct_prob': 0.2037432221942441, 'norm_correct_prob_per_token': 0.23050928559977138, 'norm_correct_prob_per_char': 0.2591842611969175, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.16, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.51, 'predicted_index_per_byte': 1.49, 'predicted_index_uncond': 1.47, 'correct_choice': 1.46, 'acc_raw': 0.23, 'acc_per_token': 0.26, 'acc_per_char': 0.29, 'acc_per_byte': 0.3, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -48.675298936367035, 'logits_per_token_corr': -5.633425807025248, 'logits_per_char_corr': -1.7829199020873208, 'bits_per_byte_corr': 2.5673951555254377, 'correct_prob': 0.00044613915205327754, 'correct_prob_per_token': 0.013868122972257748, 'correct_prob_per_char': 0.26870079104603134, 'margin': -0.00023333674510737443, 'margin_per_token': -0.0056131139528208, 'margin_per_char': -0.030757702021050264, 'total_prob': 0.0013686938564548734, 'total_prob_per_token': 0.050280583083259965, 'total_prob_per_char': 1.0416746864684538, 'uncond_correct_prob': 0.000174687824351072, 'uncond_correct_prob_per_token': 0.005682209621883667, 'uncond_correct_prob_per_char': 0.22281996103678073, 'uncond_total_prob': 0.0011367743182171444, 'norm_correct_prob': 0.2173384954368408, 'norm_correct_prob_per_token': 0.24574798233057624, 'norm_correct_prob_per_char': 0.2650249697917109, 'primary_metric': 0.23}
10M
DCLM-Baseline
mmlu_high_school_computer_science
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 0.98, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.39, 'predicted_index_per_byte': 1.39, 'predicted_index_uncond': 1.45, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.25, 'acc_per_char': 0.32, 'acc_per_byte': 0.32, 'acc_uncond': 0.24, 'no_answer': 0.0, 'sum_logits_corr': -47.66538560152054, 'logits_per_token_corr': -5.511188844267029, 'logits_per_char_corr': -1.7289817778868661, 'bits_per_byte_corr': 2.4893657321684928, 'correct_prob': 0.0009070405627916528, 'correct_prob_per_token': 0.012483713601306652, 'correct_prob_per_char': 0.2711835475530966, 'margin': -0.0009387678104007258, 'margin_per_token': -0.008055516427776431, 'margin_per_char': -0.036464096743481035, 'total_prob': 0.0033814786172096435, 'total_prob_per_token': 0.05016176373748074, 'total_prob_per_char': 1.0586739916699393, 'uncond_correct_prob': 0.00018215861378674872, 'uncond_correct_prob_per_token': 0.00699563339794455, 'uncond_correct_prob_per_char': 0.2370220361682441, 'uncond_total_prob': 0.0008702537266346226, 'norm_correct_prob': 0.21792032529510919, 'norm_correct_prob_per_token': 0.2448570271752458, 'norm_correct_prob_per_char': 0.2603318676970432, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.07, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.48, 'predicted_index_uncond': 1.3, 'correct_choice': 1.46, 'acc_raw': 0.24, 'acc_per_token': 0.25, 'acc_per_char': 0.35, 'acc_per_byte': 0.35, 'acc_uncond': 0.32, 'no_answer': 0.0, 'sum_logits_corr': -48.411024680137636, 'logits_per_token_corr': -5.649159806357755, 'logits_per_char_corr': -1.801608824336345, 'bits_per_byte_corr': 2.594300649562835, 'correct_prob': 0.00031835817369924263, 'correct_prob_per_token': 0.012785844841886771, 'correct_prob_per_char': 0.26869090973617693, 'margin': -0.0002561399711923529, 'margin_per_token': -0.0066911197762733075, 'margin_per_char': -0.025596537474171996, 'total_prob': 0.0011536354588545753, 'total_prob_per_token': 0.048145220178179876, 'total_prob_per_char': 1.036649625423369, 'uncond_correct_prob': 0.00019331891873126397, 'uncond_correct_prob_per_token': 0.007064239524846539, 'uncond_correct_prob_per_char': 0.23541032407166745, 'uncond_total_prob': 0.0009500690943009478, 'norm_correct_prob': 0.24126987063969577, 'norm_correct_prob_per_token': 0.251535890005281, 'norm_correct_prob_per_char': 0.266579177484076, 'primary_metric': 0.24}
10M
DCLM-Baseline
mmlu_high_school_computer_science
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.36, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.44, 'predicted_index_uncond': 1.4, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.23, 'acc_per_char': 0.27, 'acc_per_byte': 0.28, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -47.96727555513382, 'logits_per_token_corr': -5.571880657526694, 'logits_per_char_corr': -1.7539905370818099, 'bits_per_byte_corr': 2.525765478028151, 'correct_prob': 0.0008971028188467869, 'correct_prob_per_token': 0.015073182082543282, 'correct_prob_per_char': 0.2739011922391701, 'margin': -0.001230827907217237, 'margin_per_token': -0.01016559485129233, 'margin_per_char': -0.04025370637033736, 'total_prob': 0.003293225271858013, 'total_prob_per_token': 0.05835257801646231, 'total_prob_per_char': 1.0736895690151846, 'uncond_correct_prob': 0.0001462205856332697, 'uncond_correct_prob_per_token': 0.006599249057631849, 'uncond_correct_prob_per_char': 0.23194810070733166, 'uncond_total_prob': 0.0007437397048497612, 'norm_correct_prob': 0.22128984816304131, 'norm_correct_prob_per_token': 0.23486961262972147, 'norm_correct_prob_per_char': 0.25765647973257105, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.41, 'predicted_index_uncond': 1.51, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.23, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.19, 'no_answer': 0.0, 'sum_logits_corr': -47.028652997016906, 'logits_per_token_corr': -5.505344203486281, 'logits_per_char_corr': -1.7282483951032024, 'bits_per_byte_corr': 2.4882857474892957, 'correct_prob': 0.0003418487193597893, 'correct_prob_per_token': 0.013927007631654324, 'correct_prob_per_char': 0.27428432765740207, 'margin': -0.00020730787828140333, 'margin_per_token': -0.008820668554253343, 'margin_per_char': -0.03396646609579302, 'total_prob': 0.001314186393329676, 'total_prob_per_token': 0.054701024473021824, 'total_prob_per_char': 1.0742156398937075, 'uncond_correct_prob': 0.0006605265561036503, 'uncond_correct_prob_per_token': 0.008528933028256032, 'uncond_correct_prob_per_char': 0.2454402075817309, 'uncond_total_prob': 0.0029177442422599962, 'norm_correct_prob': 0.21205893294621606, 'norm_correct_prob_per_token': 0.24238951044318077, 'norm_correct_prob_per_char': 0.2614752199759931, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.32, 'predicted_index_per_char': 1.44, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.42, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.2, 'acc_per_char': 0.3, 'acc_per_byte': 0.31, 'acc_uncond': 0.31, 'no_answer': 0.0, 'sum_logits_corr': -47.11319125175476, 'logits_per_token_corr': -5.468885112839768, 'logits_per_char_corr': -1.7454825976904496, 'bits_per_byte_corr': 2.51341619504568, 'correct_prob': 0.0002959931213151487, 'correct_prob_per_token': 0.015167289277245763, 'correct_prob_per_char': 0.27903058065340136, 'margin': -0.0003602883873083602, 'margin_per_token': -0.00925757877574664, 'margin_per_char': -0.03495566065534021, 'total_prob': 0.0011597416132975839, 'total_prob_per_token': 0.058474227050081755, 'total_prob_per_char': 1.085929885674114, 'uncond_correct_prob': 0.0003328787436687043, 'uncond_correct_prob_per_token': 0.007393241082894301, 'uncond_correct_prob_per_char': 0.24108951188425823, 'uncond_total_prob': 0.00173329063071461, 'norm_correct_prob': 0.2207426619458161, 'norm_correct_prob_per_token': 0.24347702908055446, 'norm_correct_prob_per_char': 0.26497413782348916, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.1, 'predicted_index_per_token': 1.45, 'predicted_index_per_char': 1.48, 'predicted_index_per_byte': 1.47, 'predicted_index_uncond': 1.36, 'correct_choice': 1.46, 'acc_raw': 0.23, 'acc_per_token': 0.22, 'acc_per_char': 0.29, 'acc_per_byte': 0.28, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -47.71524287700653, 'logits_per_token_corr': -5.52386725897836, 'logits_per_char_corr': -1.7170708354554063, 'bits_per_byte_corr': 2.472485955904175, 'correct_prob': 0.0010477837138119415, 'correct_prob_per_token': 0.01562742298055027, 'correct_prob_per_char': 0.27474591775103996, 'margin': -0.0014652908095680228, 'margin_per_token': -0.009336319365107542, 'margin_per_char': -0.04164096674641044, 'total_prob': 0.00412634097457586, 'total_prob_per_token': 0.05900796704681985, 'total_prob_per_char': 1.0782378022502683, 'uncond_correct_prob': 7.363587056935996e-05, 'uncond_correct_prob_per_token': 0.006275438670004575, 'uncond_correct_prob_per_char': 0.22729687688342032, 'uncond_total_prob': 0.0005785583793835151, 'norm_correct_prob': 0.21669901296575284, 'norm_correct_prob_per_token': 0.2340296745591941, 'norm_correct_prob_per_char': 0.2568651723388948, 'primary_metric': 0.23}
10M
DCLM-Baseline
mmlu_high_school_computer_science
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.57, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.22, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -46.10111813545227, 'logits_per_token_corr': -5.179757525999736, 'logits_per_char_corr': -1.6004936364692515, 'bits_per_byte_corr': 2.3040920390110524, 'correct_prob': 0.0018786121927231178, 'correct_prob_per_token': 0.016397382301936166, 'correct_prob_per_char': 0.2873984359645602, 'margin': -0.001918682288546205, 'margin_per_token': -0.0111868306466998, 'margin_per_char': -0.041659019636153934, 'total_prob': 0.0072111258029318335, 'total_prob_per_token': 0.06515134520468806, 'total_prob_per_char': 1.1291722803806783, 'uncond_correct_prob': 0.0005778557852353797, 'uncond_correct_prob_per_token': 0.008210844981459462, 'uncond_correct_prob_per_char': 0.24268855775781212, 'uncond_total_prob': 0.0026901294610396764, 'norm_correct_prob': 0.19458788204383326, 'norm_correct_prob_per_token': 0.24326891578194154, 'norm_correct_prob_per_char': 0.25981282606887673, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.51, 'predicted_index_per_byte': 1.49, 'predicted_index_uncond': 1.28, 'correct_choice': 1.46, 'acc_raw': 0.24, 'acc_per_token': 0.22, 'acc_per_char': 0.29, 'acc_per_byte': 0.3, 'acc_uncond': 0.22, 'no_answer': 0.0, 'sum_logits_corr': -46.70375855922699, 'logits_per_token_corr': -5.359502130903296, 'logits_per_char_corr': -1.6975947990597269, 'bits_per_byte_corr': 2.4445906473923382, 'correct_prob': 0.0006988060239095889, 'correct_prob_per_token': 0.015010892583052797, 'correct_prob_per_char': 0.28240303534927813, 'margin': -0.0005331990520798773, 'margin_per_token': -0.00975793296795144, 'margin_per_char': -0.033858705156372494, 'total_prob': 0.0023502963990284006, 'total_prob_per_token': 0.05945181920955744, 'total_prob_per_char': 1.0980092739409593, 'uncond_correct_prob': 0.0002470098892527953, 'uncond_correct_prob_per_token': 0.0069500324040854475, 'uncond_correct_prob_per_char': 0.23650679050572623, 'uncond_total_prob': 0.0012512745518157883, 'norm_correct_prob': 0.22145680766570963, 'norm_correct_prob_per_token': 0.24587299739882124, 'norm_correct_prob_per_char': 0.26420985340866576, 'primary_metric': 0.24}
10M
DCLM-Baseline
mmlu_high_school_computer_science
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.33, 'predicted_index_per_char': 1.54, 'predicted_index_per_byte': 1.53, 'predicted_index_uncond': 1.37, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.23, 'acc_per_char': 0.3, 'acc_per_byte': 0.29, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -46.86561907529831, 'logits_per_token_corr': -5.561811741871625, 'logits_per_char_corr': -1.7508004586286432, 'bits_per_byte_corr': 2.521662577937578, 'correct_prob': 0.0007034099809336971, 'correct_prob_per_token': 0.015144896484355177, 'correct_prob_per_char': 0.27550224404694207, 'margin': -0.001024334584266546, 'margin_per_token': -0.010878012698146582, 'margin_per_char': -0.04369456596522122, 'total_prob': 0.0027447470166024695, 'total_prob_per_token': 0.060645713711066696, 'total_prob_per_char': 1.0873233518907686, 'uncond_correct_prob': 0.00024597068428744906, 'uncond_correct_prob_per_token': 0.006823911784560538, 'uncond_correct_prob_per_char': 0.23523291439434124, 'uncond_total_prob': 0.0011470105344802716, 'norm_correct_prob': 0.20730531798154497, 'norm_correct_prob_per_token': 0.23739892991817158, 'norm_correct_prob_per_char': 0.257993054489482, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.03, 'predicted_index_per_token': 1.25, 'predicted_index_per_char': 1.28, 'predicted_index_per_byte': 1.26, 'predicted_index_uncond': 1.33, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.23, 'acc_per_char': 0.27, 'acc_per_byte': 0.28, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -45.7811266541481, 'logits_per_token_corr': -5.2108627036597035, 'logits_per_char_corr': -1.620805655229224, 'bits_per_byte_corr': 2.33302181005535, 'correct_prob': 0.001567034582708238, 'correct_prob_per_token': 0.01791414789874632, 'correct_prob_per_char': 0.2904350588945209, 'margin': -0.00132494558917328, 'margin_per_token': -0.00986698807055093, 'margin_per_char': -0.03746871396681081, 'total_prob': 0.005670422756101784, 'total_prob_per_token': 0.06721924245596164, 'total_prob_per_char': 1.1353943957494688, 'uncond_correct_prob': 0.0024368822872374647, 'uncond_correct_prob_per_token': 0.009475326850994231, 'uncond_correct_prob_per_char': 0.2481549483748064, 'uncond_total_prob': 0.011454221041697186, 'norm_correct_prob': 0.19678087145714163, 'norm_correct_prob_per_token': 0.24798813893237356, 'norm_correct_prob_per_char': 0.25775773790912754, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.07, 'predicted_index_per_token': 1.34, 'predicted_index_per_char': 1.45, 'predicted_index_per_byte': 1.45, 'predicted_index_uncond': 1.32, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.22, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -46.034398880004886, 'logits_per_token_corr': -5.275412400717025, 'logits_per_char_corr': -1.6682083098279208, 'bits_per_byte_corr': 2.40199817957752, 'correct_prob': 0.0005429268808741767, 'correct_prob_per_token': 0.015010514783067952, 'correct_prob_per_char': 0.28429266148069593, 'margin': -0.00047352724298991287, 'margin_per_token': -0.010610239981580939, 'margin_per_char': -0.03440819892259091, 'total_prob': 0.0020270121695458894, 'total_prob_per_token': 0.06168144595866885, 'total_prob_per_char': 1.1128507830793941, 'uncond_correct_prob': 0.0002178647620355711, 'uncond_correct_prob_per_token': 0.007725881446155948, 'uncond_correct_prob_per_char': 0.2425560955801883, 'uncond_total_prob': 0.0012532919433078202, 'norm_correct_prob': 0.20810391525485705, 'norm_correct_prob_per_token': 0.24375081638716317, 'norm_correct_prob_per_char': 0.2644462761068449, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.4, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.48, 'correct_choice': 1.46, 'acc_raw': 0.2, 'acc_per_token': 0.25, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -45.84001004219055, 'logits_per_token_corr': -5.248826039244689, 'logits_per_char_corr': -1.6337123596135086, 'bits_per_byte_corr': 2.3524942096990595, 'correct_prob': 0.0016121807289025821, 'correct_prob_per_token': 0.01813099404767726, 'correct_prob_per_char': 0.28858422499789876, 'margin': -0.0025795979077890825, 'margin_per_token': -0.012876703992274363, 'margin_per_char': -0.045744646992490354, 'total_prob': 0.006778496298247458, 'total_prob_per_token': 0.07202588354976026, 'total_prob_per_char': 1.1398216937730625, 'uncond_correct_prob': 0.0003134376195484221, 'uncond_correct_prob_per_token': 0.00731875428829208, 'uncond_correct_prob_per_char': 0.236089726570151, 'uncond_total_prob': 0.0014270248233279022, 'norm_correct_prob': 0.19842284132097668, 'norm_correct_prob_per_token': 0.23375438319638733, 'norm_correct_prob_per_char': 0.25643919256961306, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_computer_science
12,500
small aux 2
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.13, 'predicted_index_per_token': 1.38, 'predicted_index_per_char': 1.31, 'predicted_index_per_byte': 1.31, 'predicted_index_uncond': 1.39, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.22, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.2, 'no_answer': 0.0, 'sum_logits_corr': -45.546225380897525, 'logits_per_token_corr': -5.351177662235285, 'logits_per_char_corr': -1.679452743569708, 'bits_per_byte_corr': 2.4178617403455878, 'correct_prob': 0.0005719678633341073, 'correct_prob_per_token': 0.016525928711813565, 'correct_prob_per_char': 0.28476971143866947, 'margin': -0.0002014138422717706, 'margin_per_token': -0.009791543830164817, 'margin_per_char': -0.033494962039785636, 'total_prob': 0.0019355610518148629, 'total_prob_per_token': 0.06430685557586986, 'total_prob_per_char': 1.1151941688162124, 'uncond_correct_prob': 0.0008192529009438184, 'uncond_correct_prob_per_token': 0.009136732748693258, 'uncond_correct_prob_per_char': 0.24723498285319853, 'uncond_total_prob': 0.004124536327316331, 'norm_correct_prob': 0.19163878303688583, 'norm_correct_prob_per_token': 0.24192798893825393, 'norm_correct_prob_per_char': 0.261303308422338, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
12,500
small aux 3
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 0.97, 'predicted_index_per_token': 1.39, 'predicted_index_per_char': 1.41, 'predicted_index_per_byte': 1.41, 'predicted_index_uncond': 1.21, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.21, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.3, 'no_answer': 0.0, 'sum_logits_corr': -46.20077457904816, 'logits_per_token_corr': -5.408219924639641, 'logits_per_char_corr': -1.7183372415078284, 'bits_per_byte_corr': 2.474518926975862, 'correct_prob': 0.0005525052842058096, 'correct_prob_per_token': 0.015216677428705108, 'correct_prob_per_char': 0.28145374590832833, 'margin': -6.845131503735386e-05, 'margin_per_token': -0.010769342380259285, 'margin_per_char': -0.03437247115596142, 'total_prob': 0.001466299848006822, 'total_prob_per_token': 0.06182118304808007, 'total_prob_per_char': 1.1031004278228613, 'uncond_correct_prob': 0.00024890451875598363, 'uncond_correct_prob_per_token': 0.007761472639720848, 'uncond_correct_prob_per_char': 0.24102315945779731, 'uncond_total_prob': 0.0012950688063754585, 'norm_correct_prob': 0.20871762811515182, 'norm_correct_prob_per_token': 0.2408812560032288, 'norm_correct_prob_per_char': 0.2629050197793402, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
12,500
default
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.54, 'predicted_index_per_byte': 1.54, 'predicted_index_uncond': 1.29, 'correct_choice': 1.46, 'acc_raw': 0.18, 'acc_per_token': 0.2, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -45.70549332618713, 'logits_per_token_corr': -5.48699550752999, 'logits_per_char_corr': -1.7304001784478524, 'bits_per_byte_corr': 2.492079665516524, 'correct_prob': 0.00044027214694423555, 'correct_prob_per_token': 0.01680249259725717, 'correct_prob_per_char': 0.2817075007675346, 'margin': -0.0008997663215754519, 'margin_per_token': -0.010670736642581504, 'margin_per_char': -0.03879969507584204, 'total_prob': 0.001950716037717644, 'total_prob_per_token': 0.06591679536915061, 'total_prob_per_char': 1.1072465485155982, 'uncond_correct_prob': 0.00022623347736930533, 'uncond_correct_prob_per_token': 0.007210422563679744, 'uncond_correct_prob_per_char': 0.23814943983381773, 'uncond_total_prob': 0.0010175808665917596, 'norm_correct_prob': 0.20142968287197835, 'norm_correct_prob_per_token': 0.23591470918783958, 'norm_correct_prob_per_char': 0.25767115664524226, 'primary_metric': 0.18}
10M
DCLM-Baseline
mmlu_high_school_computer_science
13,750
small aux 2
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.05, 'predicted_index_per_token': 1.3, 'predicted_index_per_char': 1.32, 'predicted_index_per_byte': 1.32, 'predicted_index_uncond': 1.43, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.22, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.23, 'no_answer': 0.0, 'sum_logits_corr': -44.808586616516116, 'logits_per_token_corr': -5.173403406783027, 'logits_per_char_corr': -1.6207175064477792, 'bits_per_byte_corr': 2.333173377318472, 'correct_prob': 0.0009517114079989132, 'correct_prob_per_token': 0.018093638737872255, 'correct_prob_per_char': 0.29306896182237707, 'margin': -0.00044118623526337545, 'margin_per_token': -0.01093166579917944, 'margin_per_char': -0.03657232666288113, 'total_prob': 0.0031983203529501046, 'total_prob_per_token': 0.07053384995998718, 'total_prob_per_char': 1.149965022982128, 'uncond_correct_prob': 0.0006250528519309796, 'uncond_correct_prob_per_token': 0.00890367523237637, 'uncond_correct_prob_per_char': 0.24733575613186423, 'uncond_total_prob': 0.0029249647329515666, 'norm_correct_prob': 0.18582335849963402, 'norm_correct_prob_per_token': 0.2386924323808614, 'norm_correct_prob_per_char': 0.2597223285302228, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
13,750
small aux 3
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.01, 'predicted_index_per_token': 1.34, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.42, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.2, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.27, 'no_answer': 0.0, 'sum_logits_corr': -45.63999061107636, 'logits_per_token_corr': -5.3660247277302675, 'logits_per_char_corr': -1.7051678841639513, 'bits_per_byte_corr': 2.45554373275655, 'correct_prob': 0.00048068655863622585, 'correct_prob_per_token': 0.015613322930476719, 'correct_prob_per_char': 0.2841613769164942, 'margin': -0.0003139139392419929, 'margin_per_token': -0.012081360849590075, 'margin_per_char': -0.03653274548443736, 'total_prob': 0.0015278641408992364, 'total_prob_per_token': 0.06521902253978076, 'total_prob_per_char': 1.1177982597587712, 'uncond_correct_prob': 0.000280818856229263, 'uncond_correct_prob_per_token': 0.008305958674418419, 'uncond_correct_prob_per_char': 0.24543265689009772, 'uncond_total_prob': 0.0013931091634173556, 'norm_correct_prob': 0.2074070327447103, 'norm_correct_prob_per_token': 0.23688401538195536, 'norm_correct_prob_per_char': 0.26207083248217133, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
13,750
default
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.07, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.32, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.26, 'acc_per_char': 0.27, 'acc_per_byte': 0.27, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -44.8896802186966, 'logits_per_token_corr': -5.302960930600717, 'logits_per_char_corr': -1.65726941183797, 'bits_per_byte_corr': 2.386461964356975, 'correct_prob': 0.0006737111237151226, 'correct_prob_per_token': 0.017573551766175966, 'correct_prob_per_char': 0.2873864864748247, 'margin': -0.0011930278692940657, 'margin_per_token': -0.011943150722255774, 'margin_per_char': -0.04246139486545239, 'total_prob': 0.0029454870812300115, 'total_prob_per_token': 0.07062043223207522, 'total_prob_per_char': 1.1363449913931725, 'uncond_correct_prob': 0.00020669432991469322, 'uncond_correct_prob_per_token': 0.0073196579122595815, 'uncond_correct_prob_per_char': 0.2390148753013652, 'uncond_total_prob': 0.0009179318075791704, 'norm_correct_prob': 0.18868770922309952, 'norm_correct_prob_per_token': 0.23471680695838334, 'norm_correct_prob_per_char': 0.2562766602088201, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,000
small aux 2
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.34, 'predicted_index_per_char': 1.29, 'predicted_index_per_byte': 1.29, 'predicted_index_uncond': 1.37, 'correct_choice': 1.46, 'acc_raw': 0.18, 'acc_per_token': 0.23, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -44.529450631141664, 'logits_per_token_corr': -5.126812250148009, 'logits_per_char_corr': -1.6011005353914087, 'bits_per_byte_corr': 2.3048421371572756, 'correct_prob': 0.0012064372438717998, 'correct_prob_per_token': 0.0187855047042663, 'correct_prob_per_char': 0.2951976173698505, 'margin': -0.0007502444325702284, 'margin_per_token': -0.011682730386272244, 'margin_per_char': -0.03912317599740282, 'total_prob': 0.004113074681219377, 'total_prob_per_token': 0.0734802180657876, 'total_prob_per_char': 1.1609818684256081, 'uncond_correct_prob': 0.0010563228901356032, 'uncond_correct_prob_per_token': 0.00929498994047718, 'uncond_correct_prob_per_char': 0.2485749314159322, 'uncond_total_prob': 0.00527040382814438, 'norm_correct_prob': 0.18092395746972267, 'norm_correct_prob_per_token': 0.23609472347121702, 'norm_correct_prob_per_char': 0.258386563669922, 'primary_metric': 0.18}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,000
small aux 3
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.04, 'predicted_index_per_token': 1.35, 'predicted_index_per_char': 1.46, 'predicted_index_per_byte': 1.46, 'predicted_index_uncond': 1.4, 'correct_choice': 1.46, 'acc_raw': 0.22, 'acc_per_token': 0.21, 'acc_per_char': 0.28, 'acc_per_byte': 0.28, 'acc_uncond': 0.26, 'no_answer': 0.0, 'sum_logits_corr': -45.375101556777956, 'logits_per_token_corr': -5.318980575343256, 'logits_per_char_corr': -1.684688612757977, 'bits_per_byte_corr': 2.4260865706818775, 'correct_prob': 0.0005045284499911186, 'correct_prob_per_token': 0.016526933840041697, 'correct_prob_per_char': 0.28658960029409647, 'margin': -0.00029956769395420144, 'margin_per_token': -0.012281229631203696, 'margin_per_char': -0.037305945550840214, 'total_prob': 0.0016201856704972652, 'total_prob_per_token': 0.06761821939061839, 'total_prob_per_char': 1.1261994797499026, 'uncond_correct_prob': 0.00031995818643125256, 'uncond_correct_prob_per_token': 0.008391977884725777, 'uncond_correct_prob_per_char': 0.24568161411181813, 'uncond_total_prob': 0.001536859321430946, 'norm_correct_prob': 0.20560235563931534, 'norm_correct_prob_per_token': 0.23682608582139017, 'norm_correct_prob_per_char': 0.2611023994477691, 'primary_metric': 0.22}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,000
default
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.08, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.56, 'predicted_index_per_byte': 1.56, 'predicted_index_uncond': 1.36, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.26, 'acc_per_char': 0.25, 'acc_per_byte': 0.25, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -44.74906911611557, 'logits_per_token_corr': -5.305470581174578, 'logits_per_char_corr': -1.6567239252226076, 'bits_per_byte_corr': 2.385736406540089, 'correct_prob': 0.0007536973388136681, 'correct_prob_per_token': 0.01826291707306024, 'correct_prob_per_char': 0.2884865596874967, 'margin': -0.001316002926139388, 'margin_per_token': -0.011896968397156567, 'margin_per_char': -0.04156113876422807, 'total_prob': 0.003202183732308844, 'total_prob_per_token': 0.07206144541952002, 'total_prob_per_char': 1.1374261408473156, 'uncond_correct_prob': 0.00021080562010795514, 'uncond_correct_prob_per_token': 0.007540967636443288, 'uncond_correct_prob_per_char': 0.24095241897468406, 'uncond_total_prob': 0.0009268209812010046, 'norm_correct_prob': 0.1991645352275146, 'norm_correct_prob_per_token': 0.23750826865663519, 'norm_correct_prob_per_char': 0.25725835620618925, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,117
small aux 2
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.09, 'predicted_index_per_token': 1.3, 'predicted_index_per_char': 1.29, 'predicted_index_per_byte': 1.29, 'predicted_index_uncond': 1.32, 'correct_choice': 1.46, 'acc_raw': 0.18, 'acc_per_token': 0.22, 'acc_per_char': 0.29, 'acc_per_byte': 0.29, 'acc_uncond': 0.25, 'no_answer': 0.0, 'sum_logits_corr': -44.56515924930572, 'logits_per_token_corr': -5.125089462505608, 'logits_per_char_corr': -1.600091019604764, 'bits_per_byte_corr': 2.303390476387277, 'correct_prob': 0.0012808219538040363, 'correct_prob_per_token': 0.018843680312288672, 'correct_prob_per_char': 0.2953092163271799, 'margin': -0.000765738629929484, 'margin_per_token': -0.011862445746772574, 'margin_per_char': -0.03939997154472509, 'total_prob': 0.004315835952347531, 'total_prob_per_token': 0.07389402668303074, 'total_prob_per_char': 1.1615096772327957, 'uncond_correct_prob': 0.00106467869318066, 'uncond_correct_prob_per_token': 0.009251478706908239, 'uncond_correct_prob_per_char': 0.2484610175028509, 'uncond_total_prob': 0.005250036165089607, 'norm_correct_prob': 0.18220901483914528, 'norm_correct_prob_per_token': 0.23650541418892929, 'norm_correct_prob_per_char': 0.2584301013282979, 'primary_metric': 0.18}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,117
small aux 3
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 0.99, 'predicted_index_per_token': 1.37, 'predicted_index_per_char': 1.43, 'predicted_index_per_byte': 1.43, 'predicted_index_uncond': 1.47, 'correct_choice': 1.46, 'acc_raw': 0.21, 'acc_per_token': 0.21, 'acc_per_char': 0.26, 'acc_per_byte': 0.26, 'acc_uncond': 0.29, 'no_answer': 0.0, 'sum_logits_corr': -45.32664303302765, 'logits_per_token_corr': -5.29891274123798, 'logits_per_char_corr': -1.676100511486232, 'bits_per_byte_corr': 2.4136853539948384, 'correct_prob': 0.0005155286248773333, 'correct_prob_per_token': 0.016734149762731815, 'correct_prob_per_char': 0.2872902998674121, 'margin': -0.00032085737178973726, 'margin_per_token': -0.012159626141524174, 'margin_per_char': -0.03691343262719833, 'total_prob': 0.0016968277361049608, 'total_prob_per_token': 0.06812917208967016, 'total_prob_per_char': 1.1287871390671762, 'uncond_correct_prob': 0.00033508166567271203, 'uncond_correct_prob_per_token': 0.00847104395354438, 'uncond_correct_prob_per_char': 0.2461334902536857, 'uncond_total_prob': 0.0016218231056948662, 'norm_correct_prob': 0.20662586306090291, 'norm_correct_prob_per_token': 0.2370527060473503, 'norm_correct_prob_per_char': 0.26152085488051524, 'primary_metric': 0.21}
10M
DCLM-Baseline
mmlu_high_school_computer_science
15,117
default
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.07, 'predicted_index_per_token': 1.32, 'predicted_index_per_char': 1.51, 'predicted_index_per_byte': 1.51, 'predicted_index_uncond': 1.34, 'correct_choice': 1.46, 'acc_raw': 0.19, 'acc_per_token': 0.24, 'acc_per_char': 0.24, 'acc_per_byte': 0.24, 'acc_uncond': 0.28, 'no_answer': 0.0, 'sum_logits_corr': -44.82902554750442, 'logits_per_token_corr': -5.308673056373914, 'logits_per_char_corr': -1.6572844143524688, 'bits_per_byte_corr': 2.386502168104925, 'correct_prob': 0.0007366874874320333, 'correct_prob_per_token': 0.01820866529493492, 'correct_prob_per_char': 0.2882144539293005, 'margin': -0.001277583761411622, 'margin_per_token': -0.01169361750444515, 'margin_per_char': -0.042013840665903156, 'total_prob': 0.0031416584048625123, 'total_prob_per_token': 0.07168407291748129, 'total_prob_per_char': 1.1370926780578767, 'uncond_correct_prob': 0.00020812969398867356, 'uncond_correct_prob_per_token': 0.00742609572723879, 'uncond_correct_prob_per_char': 0.2400565812145918, 'uncond_total_prob': 0.0009028694139346267, 'norm_correct_prob': 0.1960065621373747, 'norm_correct_prob_per_token': 0.2359537244306019, 'norm_correct_prob_per_char': 0.2569781875056914, 'primary_metric': 0.19}
10M
DCLM-Baseline
mmlu_high_school_european_history
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.4181818181818182, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.6242424242424243, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.15757575757575756, 'acc_per_token': 0.20606060606060606, 'acc_per_char': 0.1696969696969697, 'acc_per_byte': 0.1696969696969697, 'acc_uncond': 0.2606060606060606, 'no_answer': 0.0, 'sum_logits_corr': -116.93759115970497, 'logits_per_token_corr': -10.881221098284485, 'logits_per_char_corr': -2.0454920550008246, 'bits_per_byte_corr': 2.950919252680727, 'correct_prob': 4.9209918571326e-07, 'correct_prob_per_token': 1.8905941071094125e-05, 'correct_prob_per_char': 0.1405667078011662, 'margin': -1.1285382471842977e-06, 'margin_per_token': -1.6778178631183377e-06, 'margin_per_char': -0.049654591224098536, 'total_prob': 2.878497913185695e-06, 'total_prob_per_token': 7.641277470885021e-05, 'total_prob_per_char': 0.5765325904624453, 'uncond_correct_prob': 6.085413298886811e-07, 'uncond_correct_prob_per_token': 1.9181070957932982e-05, 'uncond_correct_prob_per_char': 0.14101596343766484, 'uncond_total_prob': 3.0570605812134603e-06, 'norm_correct_prob': 0.1695294226976514, 'norm_correct_prob_per_token': 0.2477623377862395, 'norm_correct_prob_per_char': 0.24337831422377068, 'primary_metric': 0.15757575757575756}
10M
DCLM-Baseline
mmlu_high_school_european_history
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.503030303030303, 'predicted_index_per_token': 1.490909090909091, 'predicted_index_per_char': 1.4545454545454546, 'predicted_index_per_byte': 1.4545454545454546, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.24848484848484848, 'acc_per_char': 0.17575757575757575, 'acc_per_byte': 0.17575757575757575, 'acc_uncond': 0.24848484848484848, 'no_answer': 0.0, 'sum_logits_corr': -116.87271748167096, 'logits_per_token_corr': -10.86370133147956, 'logits_per_char_corr': -2.043374821509479, 'bits_per_byte_corr': 2.9478647408370753, 'correct_prob': 6.078470005334245e-07, 'correct_prob_per_token': 1.9239085851399425e-05, 'correct_prob_per_char': 0.1411354327625962, 'margin': -8.887857037304702e-07, 'margin_per_token': -1.2884754580543485e-06, 'margin_per_char': -0.04921547281358265, 'total_prob': 2.683062681179037e-06, 'total_prob_per_token': 7.684163160048803e-05, 'total_prob_per_char': 0.5773688749708775, 'uncond_correct_prob': 5.270091685630473e-07, 'uncond_correct_prob_per_token': 1.930079986481756e-05, 'uncond_correct_prob_per_char': 0.14114556045750973, 'uncond_total_prob': 2.6039712880949545e-06, 'norm_correct_prob': 0.1688121031710374, 'norm_correct_prob_per_token': 0.2504987924581141, 'norm_correct_prob_per_char': 0.24371431862803108, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
0
default
5xC
0
0
{'predicted_index_raw': 1.496969696969697, 'predicted_index_per_token': 1.6727272727272726, 'predicted_index_per_char': 1.4606060606060607, 'predicted_index_per_byte': 1.4606060606060607, 'predicted_index_uncond': 1.6727272727272726, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.15151515151515152, 'acc_per_token': 0.23636363636363636, 'acc_per_char': 0.2, 'acc_per_byte': 0.2, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -116.7279205380064, 'logits_per_token_corr': -10.863937300208637, 'logits_per_char_corr': -2.0427442536928, 'bits_per_byte_corr': 2.946955128873638, 'correct_prob': 5.888469904393318e-07, 'correct_prob_per_token': 1.9202252405819532e-05, 'correct_prob_per_char': 0.14103954048684847, 'margin': -9.118791791272269e-07, 'margin_per_token': -1.589109201689908e-06, 'margin_per_char': -0.04958894313466634, 'total_prob': 2.884877805872473e-06, 'total_prob_per_token': 7.767997287262626e-05, 'total_prob_per_char': 0.5785248137198671, 'uncond_correct_prob': 5.646688739316304e-07, 'uncond_correct_prob_per_token': 2.0002852785158854e-05, 'uncond_correct_prob_per_char': 0.14204007533339963, 'uncond_total_prob': 2.7305618505968203e-06, 'norm_correct_prob': 0.17160069431060077, 'norm_correct_prob_per_token': 0.24727954691160794, 'norm_correct_prob_per_char': 0.2433086719555683, 'primary_metric': 0.15151515151515152}
10M
DCLM-Baseline
mmlu_high_school_european_history
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.509090909090909, 'predicted_index_per_token': 1.6484848484848484, 'predicted_index_per_char': 1.5272727272727273, 'predicted_index_per_byte': 1.5272727272727273, 'predicted_index_uncond': 1.6484848484848484, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.19393939393939394, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.23030303030303031, 'acc_per_byte': 0.23030303030303031, 'acc_uncond': 0.296969696969697, 'no_answer': 0.0, 'sum_logits_corr': -54.17266329563025, 'logits_per_token_corr': -5.561781781224363, 'logits_per_char_corr': -1.0342823681442348, 'bits_per_byte_corr': 1.4921041721780899, 'correct_prob': 2.8642867052924587e-06, 'correct_prob_per_token': 0.007202717050394552, 'correct_prob_per_char': 0.3713056936312078, 'margin': -1.2644015977180441e-06, 'margin_per_token': -0.00373810800106176, 'margin_per_char': -0.05183951493939721, 'total_prob': 8.002484485292075e-06, 'total_prob_per_token': 0.0273588043719503, 'total_prob_per_char': 1.4647978187781583, 'uncond_correct_prob': 6.411032964487087e-07, 'uncond_correct_prob_per_token': 0.004806779490456646, 'uncond_correct_prob_per_char': 0.3428743084580648, 'uncond_total_prob': 2.0920447522441955e-06, 'norm_correct_prob': 0.19033602065276237, 'norm_correct_prob_per_token': 0.27260256247674175, 'norm_correct_prob_per_char': 0.253080289113789, 'primary_metric': 0.19393939393939394}
10M
DCLM-Baseline
mmlu_high_school_european_history
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.4606060606060607, 'predicted_index_per_token': 1.6606060606060606, 'predicted_index_per_char': 1.5333333333333334, 'predicted_index_per_byte': 1.5333333333333334, 'predicted_index_uncond': 1.612121212121212, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18181818181818182, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.2606060606060606, 'no_answer': 0.0, 'sum_logits_corr': -54.18269628466982, 'logits_per_token_corr': -5.554536825962637, 'logits_per_char_corr': -1.0343320205951672, 'bits_per_byte_corr': 1.4921750862678123, 'correct_prob': 2.7172907681341003e-06, 'correct_prob_per_token': 0.007284967264767805, 'correct_prob_per_char': 0.37218242612233593, 'margin': -4.197739295811444e-06, 'margin_per_token': -0.003939625335991492, 'margin_per_char': -0.055079265548674594, 'total_prob': 1.1521406519668563e-05, 'total_prob_per_token': 0.027960356243964705, 'total_prob_per_char': 1.471286496552308, 'uncond_correct_prob': 1.2210489547056368e-06, 'uncond_correct_prob_per_token': 0.004009676963563938, 'uncond_correct_prob_per_char': 0.3274761578205449, 'uncond_total_prob': 3.391753360846052e-06, 'norm_correct_prob': 0.18358439681674574, 'norm_correct_prob_per_token': 0.26827590169057897, 'norm_correct_prob_per_char': 0.2516178867906554, 'primary_metric': 0.18181818181818182}
10M
DCLM-Baseline
mmlu_high_school_european_history
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.509090909090909, 'predicted_index_per_token': 1.6666666666666667, 'predicted_index_per_char': 1.5212121212121212, 'predicted_index_per_byte': 1.5212121212121212, 'predicted_index_uncond': 1.7030303030303031, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.16363636363636364, 'acc_per_token': 0.26666666666666666, 'acc_per_char': 0.24242424242424243, 'acc_per_byte': 0.24242424242424243, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -55.17853475628477, 'logits_per_token_corr': -5.758259340995601, 'logits_per_char_corr': -1.0732205205376897, 'bits_per_byte_corr': 1.5482779434010163, 'correct_prob': 2.8233367338469905e-06, 'correct_prob_per_token': 0.006450235501537891, 'correct_prob_per_char': 0.36065907317265544, 'margin': -1.2901660323107639e-06, 'margin_per_token': -0.003745323181818314, 'margin_per_char': -0.05316612536882678, 'total_prob': 7.453132491964738e-06, 'total_prob_per_token': 0.024905381412057236, 'total_prob_per_char': 1.4279189027125738, 'uncond_correct_prob': 7.346202589409335e-07, 'uncond_correct_prob_per_token': 0.004291143903271922, 'uncond_correct_prob_per_char': 0.33219704292910707, 'uncond_total_prob': 2.162202620390004e-06, 'norm_correct_prob': 0.17101355569633245, 'norm_correct_prob_per_token': 0.2629099240113459, 'norm_correct_prob_per_char': 0.2509107205866367, 'primary_metric': 0.16363636363636364}
10M
DCLM-Baseline
mmlu_high_school_european_history
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.412121212121212, 'predicted_index_per_token': 1.5757575757575757, 'predicted_index_per_char': 1.5393939393939393, 'predicted_index_per_byte': 1.5393939393939393, 'predicted_index_uncond': 1.387878787878788, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.296969696969697, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -53.60155945402203, 'logits_per_token_corr': -5.53555559625511, 'logits_per_char_corr': -1.0309880413040455, 'bits_per_byte_corr': 1.4873530881652621, 'correct_prob': 1.5860028380264184e-06, 'correct_prob_per_token': 0.007829148214281562, 'correct_prob_per_char': 0.37506309849775715, 'margin': -1.1701047929077204e-06, 'margin_per_token': -0.0038823176197069903, 'margin_per_char': -0.051809942241364544, 'total_prob': 4.777390874755381e-06, 'total_prob_per_token': 0.02938071561705582, 'total_prob_per_char': 1.4757076197719345, 'uncond_correct_prob': 2.3516551589481065e-06, 'uncond_correct_prob_per_token': 0.0053386778972975705, 'uncond_correct_prob_per_char': 0.35125823628914643, 'uncond_total_prob': 4.530801724690756e-06, 'norm_correct_prob': 0.18490990800644228, 'norm_correct_prob_per_token': 0.27175446832416394, 'norm_correct_prob_per_char': 0.25324094240401956, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.4242424242424243, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.5818181818181818, 'predicted_index_per_byte': 1.5818181818181818, 'predicted_index_uncond': 1.6424242424242423, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.2606060606060606, 'no_answer': 0.0, 'sum_logits_corr': -54.06819259759152, 'logits_per_token_corr': -5.599876123482442, 'logits_per_char_corr': -1.0412445786837865, 'bits_per_byte_corr': 1.5021499529847295, 'correct_prob': 1.872037355244021e-06, 'correct_prob_per_token': 0.0072506393894348825, 'correct_prob_per_char': 0.37014285955355275, 'margin': -3.9637571614782745e-07, 'margin_per_token': -0.0032531874221740785, 'margin_per_char': -0.04642237906478498, 'total_prob': 4.5007147155101214e-06, 'total_prob_per_token': 0.026687865948106848, 'total_prob_per_char': 1.4483994714907589, 'uncond_correct_prob': 4.00972343872943e-07, 'uncond_correct_prob_per_token': 0.004757564779008181, 'uncond_correct_prob_per_char': 0.3418283995887067, 'uncond_total_prob': 1.6065806120189214e-06, 'norm_correct_prob': 0.17361652275526088, 'norm_correct_prob_per_token': 0.27853542056263075, 'norm_correct_prob_per_char': 0.2545168520799317, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.5272727272727273, 'predicted_index_per_token': 1.593939393939394, 'predicted_index_per_char': 1.5333333333333334, 'predicted_index_per_byte': 1.5333333333333334, 'predicted_index_uncond': 1.8060606060606061, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18181818181818182, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.2787878787878788, 'no_answer': 0.0, 'sum_logits_corr': -53.663787333170575, 'logits_per_token_corr': -5.552349501815727, 'logits_per_char_corr': -1.029869613661611, 'bits_per_byte_corr': 1.4857381936148035, 'correct_prob': 2.7175183120232093e-06, 'correct_prob_per_token': 0.00739719630790272, 'correct_prob_per_char': 0.3727822919228618, 'margin': -4.50934272122211e-06, 'margin_per_token': -0.003922233841063088, 'margin_per_char': -0.0493876533344365, 'total_prob': 1.1021585776380056e-05, 'total_prob_per_token': 0.027964278062621754, 'total_prob_per_char': 1.468047651541581, 'uncond_correct_prob': 3.388105113311e-07, 'uncond_correct_prob_per_token': 0.0045810451114492775, 'uncond_correct_prob_per_char': 0.3365788646693633, 'uncond_total_prob': 1.1780078739906358e-06, 'norm_correct_prob': 0.16869679443998536, 'norm_correct_prob_per_token': 0.2767523244353931, 'norm_correct_prob_per_char': 0.25332793621382904, 'primary_metric': 0.18181818181818182}
10M
DCLM-Baseline
mmlu_high_school_european_history
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4363636363636363, 'predicted_index_per_token': 1.587878787878788, 'predicted_index_per_char': 1.4848484848484849, 'predicted_index_per_byte': 1.4848484848484849, 'predicted_index_uncond': 1.6303030303030304, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.1696969696969697, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -52.038153446081914, 'logits_per_token_corr': -5.3396524918092085, 'logits_per_char_corr': -0.9920708412197166, 'bits_per_byte_corr': 1.4312074713566336, 'correct_prob': 6.70795258760281e-06, 'correct_prob_per_token': 0.008896599087651962, 'correct_prob_per_char': 0.38585940327117635, 'margin': -3.401087510031247e-06, 'margin_per_token': -0.004390526096551784, 'margin_per_char': -0.04974739637122654, 'total_prob': 1.9441868151192227e-05, 'total_prob_per_token': 0.033013100830656006, 'total_prob_per_char': 1.5201754855975733, 'uncond_correct_prob': 1.1099624673138012e-06, 'uncond_correct_prob_per_token': 0.005627706939322688, 'uncond_correct_prob_per_char': 0.3532749819494351, 'uncond_total_prob': 3.2389630035069585e-06, 'norm_correct_prob': 0.17665221159057504, 'norm_correct_prob_per_token': 0.27229299418243286, 'norm_correct_prob_per_char': 0.2532176714778549, 'primary_metric': 0.1696969696969697}
10M
DCLM-Baseline
mmlu_high_school_european_history
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4, 'predicted_index_per_token': 1.509090909090909, 'predicted_index_per_char': 1.4787878787878788, 'predicted_index_per_byte': 1.4787878787878788, 'predicted_index_uncond': 1.4727272727272727, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.16363636363636364, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.2545454545454545, 'acc_per_byte': 0.2545454545454545, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -52.54392270752878, 'logits_per_token_corr': -5.493903362879085, 'logits_per_char_corr': -1.0222577294912158, 'bits_per_byte_corr': 1.4747574550709441, 'correct_prob': 1.2557271359343815e-06, 'correct_prob_per_token': 0.008280608618632161, 'correct_prob_per_char': 0.37813183791882504, 'margin': -3.167299148814649e-06, 'margin_per_token': -0.0043217722296175634, 'margin_per_char': -0.05017510136137849, 'total_prob': 6.285601302989974e-06, 'total_prob_per_token': 0.031031691707530625, 'total_prob_per_char': 1.488830649447498, 'uncond_correct_prob': 1.8584884426113472e-06, 'uncond_correct_prob_per_token': 0.00540468742768732, 'uncond_correct_prob_per_char': 0.34945811696484813, 'uncond_total_prob': 5.530954213755158e-06, 'norm_correct_prob': 0.16623117884708177, 'norm_correct_prob_per_token': 0.27037421163366493, 'norm_correct_prob_per_char': 0.25245922840718266, 'primary_metric': 0.16363636363636364}
10M
DCLM-Baseline
mmlu_high_school_european_history
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4606060606060607, 'predicted_index_per_token': 1.6545454545454545, 'predicted_index_per_char': 1.509090909090909, 'predicted_index_per_byte': 1.509090909090909, 'predicted_index_uncond': 1.6848484848484848, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.1696969696969697, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2606060606060606, 'acc_per_byte': 0.2606060606060606, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -52.540764248009886, 'logits_per_token_corr': -5.463241891219075, 'logits_per_char_corr': -1.0164174138755973, 'bits_per_byte_corr': 1.4663329029264978, 'correct_prob': 1.925440070919891e-06, 'correct_prob_per_token': 0.008262909321803598, 'correct_prob_per_char': 0.3790348233999127, 'margin': -4.398950871894393e-06, 'margin_per_token': -0.004334610630544317, 'margin_per_char': -0.05200803437186707, 'total_prob': 9.330428990678354e-06, 'total_prob_per_token': 0.0313870410854129, 'total_prob_per_char': 1.4994721948917988, 'uncond_correct_prob': 1.516259686034019e-06, 'uncond_correct_prob_per_token': 0.004612112616697906, 'uncond_correct_prob_per_char': 0.33810931085048007, 'uncond_total_prob': 4.0188672246180455e-06, 'norm_correct_prob': 0.16971352949545834, 'norm_correct_prob_per_token': 0.2678699407686869, 'norm_correct_prob_per_char': 0.25158719647075367, 'primary_metric': 0.1696969696969697}
10M
DCLM-Baseline
mmlu_high_school_european_history
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.3757575757575757, 'predicted_index_per_token': 1.5575757575757576, 'predicted_index_per_char': 1.4666666666666666, 'predicted_index_per_byte': 1.4666666666666666, 'predicted_index_uncond': 1.5212121212121212, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.28484848484848485, 'acc_per_char': 0.26666666666666666, 'acc_per_byte': 0.26666666666666666, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -52.04030998692368, 'logits_per_token_corr': -5.349163359103838, 'logits_per_char_corr': -0.9933166094981685, 'bits_per_byte_corr': 1.433009177954206, 'correct_prob': 2.5323221226800407e-06, 'correct_prob_per_token': 0.008574510835204545, 'correct_prob_per_char': 0.3854291966720894, 'margin': -3.632957897591546e-06, 'margin_per_token': -0.004921162536112368, 'margin_per_char': -0.04876447160759668, 'total_prob': 1.3741849514424515e-05, 'total_prob_per_token': 0.03297499402321988, 'total_prob_per_char': 1.512000017826446, 'uncond_correct_prob': 1.523770649648107e-06, 'uncond_correct_prob_per_token': 0.005438596137074304, 'uncond_correct_prob_per_char': 0.3521453832849161, 'uncond_total_prob': 3.638247713562433e-06, 'norm_correct_prob': 0.1875931912473578, 'norm_correct_prob_per_token': 0.2738550317956424, 'norm_correct_prob_per_char': 0.25500793486933004, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.4363636363636363, 'predicted_index_per_token': 1.4848484848484849, 'predicted_index_per_char': 1.4666666666666666, 'predicted_index_per_byte': 1.4666666666666666, 'predicted_index_uncond': 1.5575757575757576, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.2, 'acc_per_token': 0.32727272727272727, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.296969696969697, 'no_answer': 0.0, 'sum_logits_corr': -51.82362359942812, 'logits_per_token_corr': -5.358077709541923, 'logits_per_char_corr': -0.994126739850541, 'bits_per_byte_corr': 1.4341729139296675, 'correct_prob': 2.6666466577879356e-06, 'correct_prob_per_token': 0.009069162173783379, 'correct_prob_per_char': 0.38665964236175054, 'margin': -2.6817638805213582e-06, 'margin_per_token': -0.005125789829289961, 'margin_per_char': -0.05042923446084409, 'total_prob': 9.248513405848659e-06, 'total_prob_per_token': 0.03483576341724111, 'total_prob_per_char': 1.5207438074653559, 'uncond_correct_prob': 4.114527925570197e-06, 'uncond_correct_prob_per_token': 0.005684448298755231, 'uncond_correct_prob_per_char': 0.35605234437600464, 'uncond_total_prob': 1.2348083366821763e-05, 'norm_correct_prob': 0.19431878559120228, 'norm_correct_prob_per_token': 0.27274104759590323, 'norm_correct_prob_per_char': 0.253687245659359, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_european_history
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.5393939393939393, 'predicted_index_per_token': 1.5333333333333334, 'predicted_index_per_char': 1.496969696969697, 'predicted_index_per_byte': 1.496969696969697, 'predicted_index_uncond': 1.5636363636363637, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.21818181818181817, 'acc_per_token': 0.32727272727272727, 'acc_per_char': 0.26666666666666666, 'acc_per_byte': 0.26666666666666666, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -51.97288084897128, 'logits_per_token_corr': -5.353283971490896, 'logits_per_char_corr': -0.9903384673967914, 'bits_per_byte_corr': 1.4287088230300313, 'correct_prob': 2.2515809380726825e-06, 'correct_prob_per_token': 0.008722960908281552, 'correct_prob_per_char': 0.38560723042573736, 'margin': -1.2850208208321024e-06, 'margin_per_token': -0.0048560375027585645, 'margin_per_char': -0.04875128479068903, 'total_prob': 6.876512934861291e-06, 'total_prob_per_token': 0.033231684205641605, 'total_prob_per_char': 1.5160507143276714, 'uncond_correct_prob': 1.7667056595353192e-06, 'uncond_correct_prob_per_token': 0.005391873011971477, 'uncond_correct_prob_per_char': 0.35173367050422155, 'uncond_total_prob': 3.384799243666351e-06, 'norm_correct_prob': 0.19629799855816174, 'norm_correct_prob_per_token': 0.2769954556642315, 'norm_correct_prob_per_char': 0.25449070451306716, 'primary_metric': 0.21818181818181817}
10M
DCLM-Baseline
mmlu_high_school_european_history
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.4484848484848485, 'predicted_index_per_token': 1.6606060606060606, 'predicted_index_per_char': 1.4727272727272727, 'predicted_index_per_byte': 1.4727272727272727, 'predicted_index_uncond': 1.496969696969697, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.30303030303030304, 'acc_per_byte': 0.30303030303030304, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -50.85617435339725, 'logits_per_token_corr': -5.223257486913131, 'logits_per_char_corr': -0.9670655317685101, 'bits_per_byte_corr': 1.3951380585093422, 'correct_prob': 3.31842809529066e-06, 'correct_prob_per_token': 0.009492610160127516, 'correct_prob_per_char': 0.393735280480723, 'margin': -5.9142459946272176e-06, 'margin_per_token': -0.0057804492914695985, 'margin_per_char': -0.0486556303779816, 'total_prob': 1.5078430282512732e-05, 'total_prob_per_token': 0.03677560128241778, 'total_prob_per_char': 1.5423106077930266, 'uncond_correct_prob': 1.3579086459885055e-06, 'uncond_correct_prob_per_token': 0.00508068677350431, 'uncond_correct_prob_per_char': 0.3460819672537421, 'uncond_total_prob': 3.686453790960608e-06, 'norm_correct_prob': 0.18066224844698645, 'norm_correct_prob_per_token': 0.28080720226888295, 'norm_correct_prob_per_char': 0.25555713010992476, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.4363636363636363, 'predicted_index_per_token': 1.5575757575757576, 'predicted_index_per_char': 1.496969696969697, 'predicted_index_per_byte': 1.496969696969697, 'predicted_index_uncond': 1.5151515151515151, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.19393939393939394, 'acc_per_token': 0.296969696969697, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.20606060606060606, 'no_answer': 0.0, 'sum_logits_corr': -51.16159146048806, 'logits_per_token_corr': -5.280674971611411, 'logits_per_char_corr': -0.9797665214893989, 'bits_per_byte_corr': 1.4134566676060463, 'correct_prob': 1.918238009285528e-06, 'correct_prob_per_token': 0.009370439673080527, 'correct_prob_per_char': 0.3908516420060952, 'margin': -6.894402603075666e-06, 'margin_per_token': -0.005800352976100632, 'margin_per_char': -0.04723448414610249, 'total_prob': 1.1323760609536265e-05, 'total_prob_per_token': 0.036192878385438755, 'total_prob_per_char': 1.5298176320558476, 'uncond_correct_prob': 1.1537714879848114e-06, 'uncond_correct_prob_per_token': 0.005913004674296652, 'uncond_correct_prob_per_char': 0.3574604002226264, 'uncond_total_prob': 3.498563440619003e-06, 'norm_correct_prob': 0.1958915598476771, 'norm_correct_prob_per_token': 0.2770967898925794, 'norm_correct_prob_per_char': 0.2554988102698732, 'primary_metric': 0.19393939393939394}
10M
DCLM-Baseline
mmlu_high_school_european_history
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.4848484848484849, 'predicted_index_per_token': 1.4727272727272727, 'predicted_index_per_char': 1.4, 'predicted_index_per_byte': 1.4, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.296969696969697, 'acc_per_byte': 0.296969696969697, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -52.458311606898455, 'logits_per_token_corr': -5.463940293456102, 'logits_per_char_corr': -1.0072845407036208, 'bits_per_byte_corr': 1.4531563150040154, 'correct_prob': 9.82934780422133e-07, 'correct_prob_per_token': 0.008506716871389873, 'correct_prob_per_char': 0.3804920219417098, 'margin': -4.329115080988181e-06, 'margin_per_token': -0.004729649037227398, 'margin_per_char': -0.0477586743388335, 'total_prob': 6.934800889505713e-06, 'total_prob_per_token': 0.03199065674267678, 'total_prob_per_char': 1.489719401622721, 'uncond_correct_prob': 5.8760035651484276e-06, 'uncond_correct_prob_per_token': 0.005174697156105007, 'uncond_correct_prob_per_char': 0.34896381432997114, 'uncond_total_prob': 1.3395967744637948e-05, 'norm_correct_prob': 0.17762581278046374, 'norm_correct_prob_per_token': 0.2780816661405935, 'norm_correct_prob_per_char': 0.25568918709689364, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.4545454545454546, 'predicted_index_per_token': 1.6363636363636365, 'predicted_index_per_char': 1.5696969696969696, 'predicted_index_per_byte': 1.5696969696969696, 'predicted_index_uncond': 1.4848484848484849, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.16363636363636364, 'acc_per_token': 0.2606060606060606, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.30303030303030304, 'no_answer': 0.0, 'sum_logits_corr': -49.92813947273023, 'logits_per_token_corr': -5.118938674475103, 'logits_per_char_corr': -0.9451022259322434, 'bits_per_byte_corr': 1.3634497491844295, 'correct_prob': 3.871911079919535e-06, 'correct_prob_per_token': 0.010459554265630886, 'correct_prob_per_char': 0.40128251565590367, 'margin': -2.284935212331502e-06, 'margin_per_token': -0.00579103780472491, 'margin_per_char': -0.04601632180417369, 'total_prob': 1.2208409014157794e-05, 'total_prob_per_token': 0.039431395271213206, 'total_prob_per_char': 1.5661241299765933, 'uncond_correct_prob': 9.655583592610972e-07, 'uncond_correct_prob_per_token': 0.005625290264270161, 'uncond_correct_prob_per_char': 0.35333939059481695, 'uncond_total_prob': 3.361191037609401e-06, 'norm_correct_prob': 0.1758839945418288, 'norm_correct_prob_per_token': 0.2801343413688868, 'norm_correct_prob_per_char': 0.2563953907093837, 'primary_metric': 0.16363636363636364}
10M
DCLM-Baseline
mmlu_high_school_european_history
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.4181818181818182, 'predicted_index_per_token': 1.6303030303030304, 'predicted_index_per_char': 1.593939393939394, 'predicted_index_per_byte': 1.593939393939394, 'predicted_index_uncond': 1.690909090909091, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.2, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.2787878787878788, 'acc_per_byte': 0.2787878787878788, 'acc_uncond': 0.2606060606060606, 'no_answer': 0.0, 'sum_logits_corr': -50.87200532393022, 'logits_per_token_corr': -5.312699798537015, 'logits_per_char_corr': -0.9860382165701348, 'bits_per_byte_corr': 1.4225069921593263, 'correct_prob': 1.9617214932485666e-06, 'correct_prob_per_token': 0.00993778258601166, 'correct_prob_per_char': 0.3911968298475477, 'margin': -3.065659028348259e-06, 'margin_per_token': -0.005935989520637758, 'margin_per_char': -0.05048444066344791, 'total_prob': 7.811113472583814e-06, 'total_prob_per_token': 0.03820190236263956, 'total_prob_per_char': 1.5338440937687796, 'uncond_correct_prob': 1.2862313990901494e-06, 'uncond_correct_prob_per_token': 0.005820528234507414, 'uncond_correct_prob_per_char': 0.35586105302859805, 'uncond_total_prob': 3.624866367547108e-06, 'norm_correct_prob': 0.18771198353135146, 'norm_correct_prob_per_token': 0.2760394423574675, 'norm_correct_prob_per_char': 0.25414955872991474, 'primary_metric': 0.2}
10M
DCLM-Baseline
mmlu_high_school_european_history
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.4848484848484849, 'predicted_index_per_token': 1.612121212121212, 'predicted_index_per_char': 1.4727272727272727, 'predicted_index_per_byte': 1.4727272727272727, 'predicted_index_uncond': 1.593939393939394, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.1696969696969697, 'acc_per_token': 0.3333333333333333, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.21818181818181817, 'no_answer': 0.0, 'sum_logits_corr': -51.08656463623047, 'logits_per_token_corr': -5.347148929241342, 'logits_per_char_corr': -0.9873350602303393, 'bits_per_byte_corr': 1.4243770644115838, 'correct_prob': 1.0702331421684417e-06, 'correct_prob_per_token': 0.009619290670626324, 'correct_prob_per_char': 0.388545686850193, 'margin': -3.38206793235479e-06, 'margin_per_token': -0.004508072736053301, 'margin_per_char': -0.049307386445717825, 'total_prob': 6.436232907995308e-06, 'total_prob_per_token': 0.03536618228200064, 'total_prob_per_char': 1.5302414596182214, 'uncond_correct_prob': 3.8298349540980664e-07, 'uncond_correct_prob_per_token': 0.005383035132665716, 'uncond_correct_prob_per_char': 0.34326864866227014, 'uncond_total_prob': 1.0515524727196267e-06, 'norm_correct_prob': 0.16725607736566114, 'norm_correct_prob_per_token': 0.275252796224864, 'norm_correct_prob_per_char': 0.2531137037822738, 'primary_metric': 0.1696969696969697}
10M
DCLM-Baseline
mmlu_high_school_european_history
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.406060606060606, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.5151515151515151, 'predicted_index_per_byte': 1.5151515151515151, 'predicted_index_uncond': 1.5575757575757576, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.3393939393939394, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -49.79218143694329, 'logits_per_token_corr': -5.092758919332777, 'logits_per_char_corr': -0.9416703023075398, 'bits_per_byte_corr': 1.3584999698968407, 'correct_prob': 8.827804337334274e-06, 'correct_prob_per_token': 0.010532757870486116, 'correct_prob_per_char': 0.4025665786759361, 'margin': -6.719491515670011e-06, 'margin_per_token': -0.005548962853827036, 'margin_per_char': -0.044476767064408666, 'total_prob': 3.30859216889053e-05, 'total_prob_per_token': 0.03934080165656426, 'total_prob_per_char': 1.5645292573200626, 'uncond_correct_prob': 1.070046113515954e-06, 'uncond_correct_prob_per_token': 0.005071722627809861, 'uncond_correct_prob_per_char': 0.3436316720805694, 'uncond_total_prob': 3.3573215711294872e-06, 'norm_correct_prob': 0.18239874273820592, 'norm_correct_prob_per_token': 0.28642933215214095, 'norm_correct_prob_per_char': 0.25771956262596535, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.4242424242424243, 'predicted_index_per_token': 1.6, 'predicted_index_per_char': 1.490909090909091, 'predicted_index_per_byte': 1.490909090909091, 'predicted_index_uncond': 1.587878787878788, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.21212121212121213, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -50.82800272739295, 'logits_per_token_corr': -5.324360681293706, 'logits_per_char_corr': -0.9828015611197098, 'bits_per_byte_corr': 1.417838263723352, 'correct_prob': 1.1363378738291877e-06, 'correct_prob_per_token': 0.009719087580106988, 'correct_prob_per_char': 0.39023537019242605, 'margin': -2.5866284936727875e-06, 'margin_per_token': -0.005710653795964546, 'margin_per_char': -0.04687510421746931, 'total_prob': 5.305262571018042e-06, 'total_prob_per_token': 0.03708963283157762, 'total_prob_per_char': 1.5281687059552855, 'uncond_correct_prob': 1.7136970717712725e-06, 'uncond_correct_prob_per_token': 0.006326512128942867, 'uncond_correct_prob_per_char': 0.3633391580606756, 'uncond_total_prob': 4.4464965913997095e-06, 'norm_correct_prob': 0.19626576447868807, 'norm_correct_prob_per_token': 0.27480894444276566, 'norm_correct_prob_per_char': 0.2551666951143309, 'primary_metric': 0.21212121212121213}
10M
DCLM-Baseline
mmlu_high_school_european_history
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.509090909090909, 'predicted_index_per_token': 1.5636363636363637, 'predicted_index_per_char': 1.4848484848484849, 'predicted_index_per_byte': 1.4848484848484849, 'predicted_index_uncond': 1.5272727272727273, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.1696969696969697, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.2787878787878788, 'acc_per_byte': 0.2787878787878788, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -50.61516069932417, 'logits_per_token_corr': -5.331850290183908, 'logits_per_char_corr': -0.9824488511346919, 'bits_per_byte_corr': 1.4173294082501442, 'correct_prob': 7.766588061697079e-07, 'correct_prob_per_token': 0.010042024092774899, 'correct_prob_per_char': 0.3904686047161495, 'margin': -1.5502108771270689e-06, 'margin_per_token': -0.005040729455910829, 'margin_per_char': -0.04705936224293979, 'total_prob': 3.822864834101456e-06, 'total_prob_per_token': 0.03715626697682116, 'total_prob_per_char': 1.5319598433629156, 'uncond_correct_prob': 3.7548462179666806e-07, 'uncond_correct_prob_per_token': 0.0052807862772862105, 'uncond_correct_prob_per_char': 0.344602727704163, 'uncond_total_prob': 1.6120160896335934e-06, 'norm_correct_prob': 0.1764202950480316, 'norm_correct_prob_per_token': 0.2758455135103342, 'norm_correct_prob_per_char': 0.25433543144089005, 'primary_metric': 0.1696969696969697}
10M
DCLM-Baseline
mmlu_high_school_european_history
12,500
small aux 2
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.412121212121212, 'predicted_index_per_token': 1.5515151515151515, 'predicted_index_per_char': 1.4848484848484849, 'predicted_index_per_byte': 1.4848484848484849, 'predicted_index_uncond': 1.4303030303030304, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.36363636363636365, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -49.07723573626894, 'logits_per_token_corr': -5.022079465565833, 'logits_per_char_corr': -0.926475507169304, 'bits_per_byte_corr': 1.3365805142927578, 'correct_prob': 6.092090395908755e-06, 'correct_prob_per_token': 0.011471544717258206, 'correct_prob_per_char': 0.4080760342035008, 'margin': -1.1578504542147025e-06, 'margin_per_token': -0.005611028917010846, 'margin_per_char': -0.042754755820060324, 'total_prob': 1.6460082859269788e-05, 'total_prob_per_token': 0.042442548417031774, 'total_prob_per_char': 1.582222272565495, 'uncond_correct_prob': 1.5473920710120987e-06, 'uncond_correct_prob_per_token': 0.005566398755705669, 'uncond_correct_prob_per_char': 0.3514528758819218, 'uncond_total_prob': 3.8907859349731935e-06, 'norm_correct_prob': 0.19604763068356748, 'norm_correct_prob_per_token': 0.29191432736673284, 'norm_correct_prob_per_char': 0.2589287153642428, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
12,500
small aux 3
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.3636363636363635, 'predicted_index_per_token': 1.5696969696969696, 'predicted_index_per_char': 1.406060606060606, 'predicted_index_per_byte': 1.406060606060606, 'predicted_index_uncond': 1.509090909090909, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.19393939393939394, 'acc_per_token': 0.2909090909090909, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.23636363636363636, 'no_answer': 0.0, 'sum_logits_corr': -50.29839994835131, 'logits_per_token_corr': -5.294596038775639, 'logits_per_char_corr': -0.9785819480980749, 'bits_per_byte_corr': 1.411751633307408, 'correct_prob': 1.1529560488969112e-06, 'correct_prob_per_token': 0.010061854662735651, 'correct_prob_per_char': 0.39283283835174454, 'margin': -1.713683062092873e-06, 'margin_per_token': -0.006014638799860648, 'margin_per_char': -0.047098187562381454, 'total_prob': 4.488083183163547e-06, 'total_prob_per_token': 0.03885564196645359, 'total_prob_per_char': 1.5398989534854524, 'uncond_correct_prob': 8.619646419062004e-07, 'uncond_correct_prob_per_token': 0.00600967124063944, 'uncond_correct_prob_per_char': 0.35687479746064305, 'uncond_total_prob': 2.8217438427356757e-06, 'norm_correct_prob': 0.1853830032592285, 'norm_correct_prob_per_token': 0.2743062708320818, 'norm_correct_prob_per_char': 0.2546403930693049, 'primary_metric': 0.19393939393939394}
10M
DCLM-Baseline
mmlu_high_school_european_history
12,500
default
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.5272727272727273, 'predicted_index_per_token': 1.593939393939394, 'predicted_index_per_char': 1.5515151515151515, 'predicted_index_per_byte': 1.5515151515151515, 'predicted_index_uncond': 1.4181818181818182, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.19393939393939394, 'acc_per_token': 0.3151515151515151, 'acc_per_char': 0.32727272727272727, 'acc_per_byte': 0.32727272727272727, 'acc_uncond': 0.2787878787878788, 'no_answer': 0.0, 'sum_logits_corr': -49.85016222867099, 'logits_per_token_corr': -5.229709742774716, 'logits_per_char_corr': -0.963909990266188, 'bits_per_byte_corr': 1.3905832043014605, 'correct_prob': 1.383970346521306e-06, 'correct_prob_per_token': 0.01065354725477726, 'correct_prob_per_char': 0.3966807674559893, 'margin': -1.633793474350692e-06, 'margin_per_token': -0.005911787131088068, 'margin_per_char': -0.04813264723756077, 'total_prob': 5.102818507570767e-06, 'total_prob_per_token': 0.04017539584551931, 'total_prob_per_char': 1.554059275573365, 'uncond_correct_prob': 4.977895580717926e-07, 'uncond_correct_prob_per_token': 0.005713468571659718, 'uncond_correct_prob_per_char': 0.3492561859417352, 'uncond_total_prob': 1.8615888552947029e-06, 'norm_correct_prob': 0.18418180189759972, 'norm_correct_prob_per_token': 0.2767203697309765, 'norm_correct_prob_per_char': 0.2547723475826837, 'primary_metric': 0.19393939393939394}
10M
DCLM-Baseline
mmlu_high_school_european_history
13,750
small aux 2
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.3696969696969696, 'predicted_index_per_token': 1.5757575757575757, 'predicted_index_per_char': 1.496969696969697, 'predicted_index_per_byte': 1.496969696969697, 'predicted_index_uncond': 1.4666666666666666, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.36363636363636365, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.30303030303030304, 'no_answer': 0.0, 'sum_logits_corr': -48.68992385864258, 'logits_per_token_corr': -5.004638471106258, 'logits_per_char_corr': -0.924170009658949, 'bits_per_byte_corr': 1.3332551177386691, 'correct_prob': 6.757419544072607e-06, 'correct_prob_per_token': 0.011812777379413395, 'correct_prob_per_char': 0.40958920524271236, 'margin': -8.157411858212936e-06, 'margin_per_token': -0.005345180629046208, 'margin_per_char': -0.04237294256442763, 'total_prob': 3.0886318589111095e-05, 'total_prob_per_token': 0.04319526253406214, 'total_prob_per_char': 1.59046644714181, 'uncond_correct_prob': 1.2566935233292215e-06, 'uncond_correct_prob_per_token': 0.005988740161076046, 'uncond_correct_prob_per_char': 0.35636494356256115, 'uncond_total_prob': 3.253291743177309e-06, 'norm_correct_prob': 0.17733959202892485, 'norm_correct_prob_per_token': 0.2887962108628362, 'norm_correct_prob_per_char': 0.2581601730337643, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
13,750
small aux 3
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.406060606060606, 'predicted_index_per_token': 1.5515151515151515, 'predicted_index_per_char': 1.4303030303030304, 'predicted_index_per_byte': 1.4303030303030304, 'predicted_index_uncond': 1.606060606060606, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.296969696969697, 'acc_per_byte': 0.296969696969697, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -49.61180948777632, 'logits_per_token_corr': -5.228869896418578, 'logits_per_char_corr': -0.9646520749362477, 'bits_per_byte_corr': 1.391655739972287, 'correct_prob': 8.133328022435825e-07, 'correct_prob_per_token': 0.010792641088468979, 'correct_prob_per_char': 0.3979204556042935, 'margin': -3.6609967853014195e-06, 'margin_per_token': -0.006413438391043208, 'margin_per_char': -0.046643324646093526, 'total_prob': 5.746695638339971e-06, 'total_prob_per_token': 0.04130352242532446, 'total_prob_per_char': 1.5559300143088808, 'uncond_correct_prob': 8.058376261474299e-07, 'uncond_correct_prob_per_token': 0.0062730040306501825, 'uncond_correct_prob_per_char': 0.36051351863877207, 'uncond_total_prob': 3.0089839433447197e-06, 'norm_correct_prob': 0.18210732451895653, 'norm_correct_prob_per_token': 0.27558604092556815, 'norm_correct_prob_per_char': 0.2552471623992336, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
13,750
default
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.406060606060606, 'predicted_index_per_token': 1.5151515151515151, 'predicted_index_per_char': 1.4242424242424243, 'predicted_index_per_byte': 1.4242424242424243, 'predicted_index_uncond': 1.5393939393939393, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18181818181818182, 'acc_per_token': 0.28484848484848485, 'acc_per_char': 0.30303030303030304, 'acc_per_byte': 0.30303030303030304, 'acc_uncond': 0.3090909090909091, 'no_answer': 0.0, 'sum_logits_corr': -49.197579574584964, 'logits_per_token_corr': -5.161575828618295, 'logits_per_char_corr': -0.9519642562400557, 'bits_per_byte_corr': 1.373349495417914, 'correct_prob': 1.447701271336805e-06, 'correct_prob_per_token': 0.01141066072507113, 'correct_prob_per_char': 0.40158809509490123, 'margin': -1.8956114429187886e-06, 'margin_per_token': -0.005780821311879463, 'margin_per_char': -0.0482826673592925, 'total_prob': 6.193699585425216e-06, 'total_prob_per_token': 0.04251262073435706, 'total_prob_per_char': 1.5744418331509478, 'uncond_correct_prob': 3.9393044164562174e-07, 'uncond_correct_prob_per_token': 0.005821134850805307, 'uncond_correct_prob_per_char': 0.35136171698693514, 'uncond_total_prob': 1.5158794751477058e-06, 'norm_correct_prob': 0.18216539447288096, 'norm_correct_prob_per_token': 0.2755907486605735, 'norm_correct_prob_per_char': 0.2545600943015415, 'primary_metric': 0.18181818181818182}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,000
small aux 2
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.3636363636363635, 'predicted_index_per_token': 1.5454545454545454, 'predicted_index_per_char': 1.4727272727272727, 'predicted_index_per_byte': 1.4727272727272727, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.1696969696969697, 'acc_per_token': 0.3515151515151515, 'acc_per_char': 0.28484848484848485, 'acc_per_byte': 0.28484848484848485, 'acc_uncond': 0.2909090909090909, 'no_answer': 0.0, 'sum_logits_corr': -48.45600184238318, 'logits_per_token_corr': -4.969644370715132, 'logits_per_char_corr': -0.9175018581154349, 'bits_per_byte_corr': 1.3236345578902602, 'correct_prob': 6.392855833795315e-06, 'correct_prob_per_token': 0.011928615221515601, 'correct_prob_per_char': 0.4116740514109708, 'margin': -5.260431066233317e-06, 'margin_per_token': -0.00551902015424586, 'margin_per_char': -0.042204470096221386, 'total_prob': 2.5980159190617708e-05, 'total_prob_per_token': 0.04385255584437736, 'total_prob_per_char': 1.5987235823020076, 'uncond_correct_prob': 1.320408039497379e-06, 'uncond_correct_prob_per_token': 0.005658497318025493, 'uncond_correct_prob_per_char': 0.3525029736721977, 'uncond_total_prob': 3.776269208147222e-06, 'norm_correct_prob': 0.1860429790430454, 'norm_correct_prob_per_token': 0.2884241120596019, 'norm_correct_prob_per_char': 0.2581999007413399, 'primary_metric': 0.1696969696969697}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,000
small aux 3
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.406060606060606, 'predicted_index_per_token': 1.5393939393939393, 'predicted_index_per_char': 1.406060606060606, 'predicted_index_per_byte': 1.406060606060606, 'predicted_index_uncond': 1.6484848484848484, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18787878787878787, 'acc_per_token': 0.296969696969697, 'acc_per_char': 0.30303030303030304, 'acc_per_byte': 0.30303030303030304, 'acc_uncond': 0.2545454545454545, 'no_answer': 0.0, 'sum_logits_corr': -49.203381301417494, 'logits_per_token_corr': -5.1668209743484965, 'logits_per_char_corr': -0.9529275501059576, 'bits_per_byte_corr': 1.3747405893921345, 'correct_prob': 1.1460227891311358e-06, 'correct_prob_per_token': 0.011040270186348431, 'correct_prob_per_char': 0.4012368558761094, 'margin': -4.2716001755489724e-06, 'margin_per_token': -0.0067995183701913394, 'margin_per_char': -0.047430088443030156, 'total_prob': 7.266985804097576e-06, 'total_prob_per_token': 0.04259973436224468, 'total_prob_per_char': 1.569373068301464, 'uncond_correct_prob': 8.153500680094433e-07, 'uncond_correct_prob_per_token': 0.0062133469883097715, 'uncond_correct_prob_per_char': 0.35918728546501716, 'uncond_total_prob': 2.65842121532329e-06, 'norm_correct_prob': 0.18569281282567726, 'norm_correct_prob_per_token': 0.2764300236078662, 'norm_correct_prob_per_char': 0.2553924199279186, 'primary_metric': 0.18787878787878787}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,000
default
5xC
983,040,000
58,395,124,039,680,000
{'predicted_index_raw': 1.4606060606060607, 'predicted_index_per_token': 1.5818181818181818, 'predicted_index_per_char': 1.4484848484848485, 'predicted_index_per_byte': 1.4484848484848485, 'predicted_index_uncond': 1.4666666666666666, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.30303030303030304, 'acc_per_char': 0.30303030303030304, 'acc_per_byte': 0.30303030303030304, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -49.30327764568907, 'logits_per_token_corr': -5.185045634809587, 'logits_per_char_corr': -0.9553253379560632, 'bits_per_byte_corr': 1.3781991358717964, 'correct_prob': 1.1461967936211547e-06, 'correct_prob_per_token': 0.011337710821749706, 'correct_prob_per_char': 0.40047648605939246, 'margin': -1.880747582489637e-06, 'margin_per_token': -0.00576607675438225, 'margin_per_char': -0.04815096444675234, 'total_prob': 5.046788816001211e-06, 'total_prob_per_token': 0.04200258627934578, 'total_prob_per_char': 1.567897893257942, 'uncond_correct_prob': 3.987912510942373e-07, 'uncond_correct_prob_per_token': 0.005950040035656419, 'uncond_correct_prob_per_char': 0.3527318063115534, 'uncond_total_prob': 1.717947804091128e-06, 'norm_correct_prob': 0.1814892866537769, 'norm_correct_prob_per_token': 0.27640754204355333, 'norm_correct_prob_per_char': 0.25483443071028866, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,117
small aux 2
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.3818181818181818, 'predicted_index_per_token': 1.5575757575757576, 'predicted_index_per_char': 1.496969696969697, 'predicted_index_per_byte': 1.496969696969697, 'predicted_index_uncond': 1.4666666666666666, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.3515151515151515, 'acc_per_char': 0.296969696969697, 'acc_per_byte': 0.296969696969697, 'acc_uncond': 0.28484848484848485, 'no_answer': 0.0, 'sum_logits_corr': -48.52227810368393, 'logits_per_token_corr': -4.984419797553173, 'logits_per_char_corr': -0.919898456678842, 'bits_per_byte_corr': 1.3270920993862247, 'correct_prob': 6.032982709257991e-06, 'correct_prob_per_token': 0.011898830968317618, 'correct_prob_per_char': 0.41083727495350236, 'margin': -6.4512418762385025e-06, 'margin_per_token': -0.005491623737289919, 'margin_per_char': -0.04204004037859174, 'total_prob': 2.8091770117017665e-05, 'total_prob_per_token': 0.04369132472470229, 'total_prob_per_char': 1.5958732622349159, 'uncond_correct_prob': 1.2981400209973311e-06, 'uncond_correct_prob_per_token': 0.00571906760425238, 'uncond_correct_prob_per_char': 0.35289511699636755, 'uncond_total_prob': 3.7193878472386752e-06, 'norm_correct_prob': 0.1833462122828348, 'norm_correct_prob_per_token': 0.288161267292298, 'norm_correct_prob_per_char': 0.25814973767765065, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,117
small aux 3
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.393939393939394, 'predicted_index_per_token': 1.5272727272727273, 'predicted_index_per_char': 1.4303030303030304, 'predicted_index_per_byte': 1.4303030303030304, 'predicted_index_uncond': 1.6, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.18181818181818182, 'acc_per_token': 0.3090909090909091, 'acc_per_char': 0.296969696969697, 'acc_per_byte': 0.296969696969697, 'acc_uncond': 0.24848484848484848, 'no_answer': 0.0, 'sum_logits_corr': -49.1204826817368, 'logits_per_token_corr': -5.152528077287203, 'logits_per_char_corr': -0.9506468302606305, 'bits_per_byte_corr': 1.3714502597130713, 'correct_prob': 1.3601553993388822e-06, 'correct_prob_per_token': 0.01118767184696798, 'correct_prob_per_char': 0.4021974243908787, 'margin': -4.682044358454507e-06, 'margin_per_token': -0.006798684602908974, 'margin_per_char': -0.04717480602188694, 'total_prob': 8.179233927852762e-06, 'total_prob_per_token': 0.04302395379226937, 'total_prob_per_char': 1.571915511906936, 'uncond_correct_prob': 8.165463857774346e-07, 'uncond_correct_prob_per_token': 0.0061503024744622905, 'uncond_correct_prob_per_char': 0.3582244215302463, 'uncond_total_prob': 2.704129428715259e-06, 'norm_correct_prob': 0.18666930704446358, 'norm_correct_prob_per_token': 0.27752290261721324, 'norm_correct_prob_per_char': 0.255555178726253, 'primary_metric': 0.18181818181818182}
10M
DCLM-Baseline
mmlu_high_school_european_history
15,117
default
5xC
990,707,712
58,850,606,007,189,500
{'predicted_index_raw': 1.4303030303030304, 'predicted_index_per_token': 1.5696969696969696, 'predicted_index_per_char': 1.4484848484848485, 'predicted_index_per_byte': 1.4484848484848485, 'predicted_index_uncond': 1.490909090909091, 'correct_choice': 1.5757575757575757, 'acc_raw': 0.17575757575757575, 'acc_per_token': 0.3090909090909091, 'acc_per_char': 0.3151515151515151, 'acc_per_byte': 0.3151515151515151, 'acc_uncond': 0.296969696969697, 'no_answer': 0.0, 'sum_logits_corr': -49.41859440081047, 'logits_per_token_corr': -5.202889850744174, 'logits_per_char_corr': -0.9586327640400175, 'bits_per_byte_corr': 1.382970547938248, 'correct_prob': 1.1011631707458298e-06, 'correct_prob_per_token': 0.011230035230137601, 'correct_prob_per_char': 0.3993550715036946, 'margin': -1.6682631284914805e-06, 'margin_per_token': -0.00560456497148075, 'margin_per_char': -0.047856249747976656, 'total_prob': 4.616594141861234e-06, 'total_prob_per_token': 0.04149272366955205, 'total_prob_per_char': 1.5633687031319958, 'uncond_correct_prob': 3.6809935541830125e-07, 'uncond_correct_prob_per_token': 0.005966374931742879, 'uncond_correct_prob_per_char': 0.3524559086330895, 'uncond_total_prob': 1.5392689328511656e-06, 'norm_correct_prob': 0.18128528635260172, 'norm_correct_prob_per_token': 0.2771484259556423, 'norm_correct_prob_per_char': 0.2548575689486496, 'primary_metric': 0.17575757575757575}
10M
DCLM-Baseline
mmlu_high_school_geography
0
small aux 2
5xC
0
0
{'predicted_index_raw': 1.2828282828282829, 'predicted_index_per_token': 1.4090909090909092, 'predicted_index_per_char': 1.6111111111111112, 'predicted_index_per_byte': 1.6111111111111112, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.21717171717171718, 'acc_per_token': 0.26262626262626265, 'acc_per_char': 0.2676767676767677, 'acc_per_byte': 0.2676767676767677, 'acc_uncond': 0.24242424242424243, 'no_answer': 0.0, 'sum_logits_corr': -53.67768980758359, 'logits_per_token_corr': -10.897639461821075, 'logits_per_char_corr': -2.1757920389033774, 'bits_per_byte_corr': 3.1306986710935814, 'correct_prob': 2.867225834683606e-06, 'correct_prob_per_token': 1.8662692576490053e-05, 'correct_prob_per_char': 0.14385365027314437, 'margin': -1.8948558473720686e-06, 'margin_per_token': -1.9562379907086726e-06, 'margin_per_char': -0.04719248392617351, 'total_prob': 1.0658689306391832e-05, 'total_prob_per_token': 7.471135190948217e-05, 'total_prob_per_char': 0.5620230907778836, 'uncond_correct_prob': 2.9542261064081056e-06, 'uncond_correct_prob_per_token': 1.8755448092709723e-05, 'uncond_correct_prob_per_char': 0.1439221870691873, 'uncond_total_prob': 1.0804370566780515e-05, 'norm_correct_prob': 0.22285058866528706, 'norm_correct_prob_per_token': 0.25018803000383955, 'norm_correct_prob_per_char': 0.25800164431299455, 'primary_metric': 0.21717171717171718}
10M
DCLM-Baseline
mmlu_high_school_geography
0
small aux 3
5xC
0
0
{'predicted_index_raw': 1.3888888888888888, 'predicted_index_per_token': 1.4848484848484849, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.3686868686868687, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.21717171717171718, 'acc_per_token': 0.2222222222222222, 'acc_per_char': 0.25757575757575757, 'acc_per_byte': 0.25757575757575757, 'acc_uncond': 0.22727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -53.34130388317686, 'logits_per_token_corr': -10.82392247705887, 'logits_per_char_corr': -2.1593565881325407, 'bits_per_byte_corr': 3.1071194951677024, 'correct_prob': 2.827318772177461e-06, 'correct_prob_per_token': 2.0110989446226712e-05, 'correct_prob_per_char': 0.14544050832028455, 'margin': -1.9091608780443333e-06, 'margin_per_token': -2.413580694817567e-06, 'margin_per_char': -0.047958843562473784, 'total_prob': 1.0717731587801467e-05, 'total_prob_per_token': 8.122109765889411e-05, 'total_prob_per_char': 0.5693726927452254, 'uncond_correct_prob': 3.0752824766738515e-06, 'uncond_correct_prob_per_token': 1.9918160369578224e-05, 'uncond_correct_prob_per_char': 0.1451868968579738, 'uncond_total_prob': 1.0975887602168137e-05, 'norm_correct_prob': 0.22218171547825644, 'norm_correct_prob_per_token': 0.24753803066602692, 'norm_correct_prob_per_char': 0.25729930040589516, 'primary_metric': 0.21717171717171718}
10M
DCLM-Baseline
mmlu_high_school_geography
0
default
5xC
0
0
{'predicted_index_raw': 1.4444444444444444, 'predicted_index_per_token': 1.5101010101010102, 'predicted_index_per_char': 1.601010101010101, 'predicted_index_per_byte': 1.601010101010101, 'predicted_index_uncond': 1.621212121212121, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.22727272727272727, 'acc_per_token': 0.21212121212121213, 'acc_per_char': 0.2676767676767677, 'acc_per_byte': 0.2676767676767677, 'acc_uncond': 0.25757575757575757, 'no_answer': 0.0, 'sum_logits_corr': -53.544229931301544, 'logits_per_token_corr': -10.857759554329737, 'logits_per_char_corr': -2.1666486529938656, 'bits_per_byte_corr': 3.1175990205709394, 'correct_prob': 3.009519480211858e-06, 'correct_prob_per_token': 1.9531034238151688e-05, 'correct_prob_per_char': 0.1447396490384299, 'margin': -1.7401221164827934e-06, 'margin_per_token': -2.280016876469936e-06, 'margin_per_char': -0.04755003376827947, 'total_prob': 1.0595116992394245e-05, 'total_prob_per_token': 7.792009572742962e-05, 'total_prob_per_char': 0.5651160292478716, 'uncond_correct_prob': 2.888991292982286e-06, 'uncond_correct_prob_per_token': 1.9646702575797526e-05, 'uncond_correct_prob_per_char': 0.14490393739748725, 'uncond_total_prob': 1.0678704444862135e-05, 'norm_correct_prob': 0.22493902117846934, 'norm_correct_prob_per_token': 0.2504103971140851, 'norm_correct_prob_per_char': 0.2576989334667194, 'primary_metric': 0.22727272727272727}
10M
DCLM-Baseline
mmlu_high_school_geography
2,500
small aux 2
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.5, 'predicted_index_per_token': 1.601010101010101, 'predicted_index_per_char': 1.5909090909090908, 'predicted_index_per_byte': 1.5909090909090908, 'predicted_index_uncond': 1.5656565656565657, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25252525252525254, 'acc_per_token': 0.24242424242424243, 'acc_per_char': 0.2828282828282828, 'acc_per_byte': 0.2828282828282828, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -29.99734031792843, 'logits_per_token_corr': -7.0549475314722105, 'logits_per_char_corr': -1.372497504604503, 'bits_per_byte_corr': 1.9732117906359112, 'correct_prob': 2.976155654031943e-05, 'correct_prob_per_token': 0.0037753460592866166, 'correct_prob_per_char': 0.2907751843358803, 'margin': -1.1798350960254247e-05, 'margin_per_token': -0.001872396917442113, 'margin_per_char': -0.056155761373963116, 'total_prob': 7.515258828544818e-05, 'total_prob_per_token': 0.013193895052864954, 'total_prob_per_char': 1.1174883005031715, 'uncond_correct_prob': 8.805100711006708e-06, 'uncond_correct_prob_per_token': 0.0022305743177618736, 'uncond_correct_prob_per_char': 0.2632914204850509, 'uncond_total_prob': 2.4183010876989625e-05, 'norm_correct_prob': 0.24305978163010752, 'norm_correct_prob_per_token': 0.2666431881487512, 'norm_correct_prob_per_char': 0.2603647653979528, 'primary_metric': 0.25252525252525254}
10M
DCLM-Baseline
mmlu_high_school_geography
2,500
small aux 3
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.4545454545454546, 'predicted_index_per_token': 1.5757575757575757, 'predicted_index_per_char': 1.5707070707070707, 'predicted_index_per_byte': 1.5707070707070707, 'predicted_index_uncond': 1.601010101010101, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.1919191919191919, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -29.557680900650794, 'logits_per_token_corr': -6.912660925335193, 'logits_per_char_corr': -1.3431107636752424, 'bits_per_byte_corr': 1.9314985628599262, 'correct_prob': 5.3540339989013125e-05, 'correct_prob_per_token': 0.003762275213215792, 'correct_prob_per_char': 0.29589222434529505, 'margin': -2.383056413896629e-05, 'margin_per_token': -0.0021448120507485168, 'margin_per_char': -0.059186403520715185, 'total_prob': 0.00014871218269009342, 'total_prob_per_token': 0.013732886170319035, 'total_prob_per_char': 1.1450501582150385, 'uncond_correct_prob': 1.2811394594669068e-05, 'uncond_correct_prob_per_token': 0.0020152438754654925, 'uncond_correct_prob_per_char': 0.26363585629063885, 'uncond_total_prob': 3.32227294105551e-05, 'norm_correct_prob': 0.2148856003506946, 'norm_correct_prob_per_token': 0.26494572075429307, 'norm_correct_prob_per_char': 0.25938302153555676, 'primary_metric': 0.1919191919191919}
10M
DCLM-Baseline
mmlu_high_school_geography
2,500
default
5xC
163,840,000
9,732,520,673,280,000
{'predicted_index_raw': 1.4242424242424243, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.505050505050505, 'predicted_index_per_byte': 1.505050505050505, 'predicted_index_uncond': 1.7727272727272727, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2828282828282828, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.2676767676767677, 'acc_per_byte': 0.2676767676767677, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -30.669313093628546, 'logits_per_token_corr': -7.284738428208265, 'logits_per_char_corr': -1.4087070641616413, 'bits_per_byte_corr': 2.025418392450055, 'correct_prob': 2.350072135343624e-05, 'correct_prob_per_token': 0.0033209667884041005, 'correct_prob_per_char': 0.27937211051264343, 'margin': -7.124867213569826e-06, 'margin_per_token': -0.0016424487617194895, 'margin_per_char': -0.052431261638924684, 'total_prob': 5.8755466885431137e-05, 'total_prob_per_token': 0.01176549136971733, 'total_prob_per_char': 1.0769387489688038, 'uncond_correct_prob': 2.003182122289932e-05, 'uncond_correct_prob_per_token': 0.0020504239828417177, 'uncond_correct_prob_per_char': 0.25966496118725707, 'uncond_total_prob': 5.262756998309159e-05, 'norm_correct_prob': 0.2588925838676454, 'norm_correct_prob_per_token': 0.2696862434513206, 'norm_correct_prob_per_char': 0.26190445520655686, 'primary_metric': 0.2828282828282828}
10M
DCLM-Baseline
mmlu_high_school_geography
3,750
small aux 2
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.4090909090909092, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.505050505050505, 'predicted_index_per_byte': 1.5101010101010102, 'predicted_index_uncond': 1.6161616161616161, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2676767676767677, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.2878787878787879, 'acc_per_byte': 0.2878787878787879, 'acc_uncond': 0.26262626262626265, 'no_answer': 0.0, 'sum_logits_corr': -28.847786152001582, 'logits_per_token_corr': -6.72538074922469, 'logits_per_char_corr': -1.3027953025113383, 'bits_per_byte_corr': 1.8724274992217562, 'correct_prob': 3.615491735210994e-05, 'correct_prob_per_token': 0.004665597736494296, 'correct_prob_per_char': 0.30681410580636853, 'margin': -5.30526445799864e-06, 'margin_per_token': -0.0016762099569639789, 'margin_per_char': -0.05656300851849686, 'total_prob': 8.863849205791759e-05, 'total_prob_per_token': 0.015670059214950904, 'total_prob_per_char': 1.1767651267096804, 'uncond_correct_prob': 2.3086707569515473e-05, 'uncond_correct_prob_per_token': 0.0024746574238186125, 'uncond_correct_prob_per_char': 0.2721997798294577, 'uncond_total_prob': 5.596983220899924e-05, 'norm_correct_prob': 0.2562175138899874, 'norm_correct_prob_per_token': 0.27426196024353805, 'norm_correct_prob_per_char': 0.2626760996944033, 'primary_metric': 0.2676767676767677}
10M
DCLM-Baseline
mmlu_high_school_geography
3,750
small aux 3
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.4393939393939394, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.707070707070707, 'predicted_index_per_byte': 1.707070707070707, 'predicted_index_uncond': 1.5656565656565657, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.18686868686868688, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.21717171717171718, 'no_answer': 0.0, 'sum_logits_corr': -30.830771499209934, 'logits_per_token_corr': -7.377707935825819, 'logits_per_char_corr': -1.4259801438959323, 'bits_per_byte_corr': 2.05029173979964, 'correct_prob': 3.511137139078952e-05, 'correct_prob_per_token': 0.003258816148340786, 'correct_prob_per_char': 0.2765422040067219, 'margin': 3.334078562655986e-06, 'margin_per_token': -0.001978584104785189, 'margin_per_char': -0.056864293245582176, 'total_prob': 7.535946256004518e-05, 'total_prob_per_token': 0.01205091657100102, 'total_prob_per_char': 1.0711717120045199, 'uncond_correct_prob': 8.383751581028483e-06, 'uncond_correct_prob_per_token': 0.002369543156706964, 'uncond_correct_prob_per_char': 0.2686982824160841, 'uncond_total_prob': 2.3584675638897592e-05, 'norm_correct_prob': 0.2104113753777567, 'norm_correct_prob_per_token': 0.26807330909577887, 'norm_correct_prob_per_char': 0.25969018232440216, 'primary_metric': 0.18686868686868688}
10M
DCLM-Baseline
mmlu_high_school_geography
3,750
default
5xC
245,760,000
14,598,781,009,920,000
{'predicted_index_raw': 1.393939393939394, 'predicted_index_per_token': 1.5757575757575757, 'predicted_index_per_char': 1.505050505050505, 'predicted_index_per_byte': 1.5151515151515151, 'predicted_index_uncond': 1.6666666666666667, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.24242424242424243, 'acc_per_token': 0.29292929292929293, 'acc_per_char': 0.23232323232323232, 'acc_per_byte': 0.23232323232323232, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -30.024118861766777, 'logits_per_token_corr': -7.059205593518062, 'logits_per_char_corr': -1.3633509392389898, 'bits_per_byte_corr': 1.9604527470191622, 'correct_prob': 1.992223070297399e-05, 'correct_prob_per_token': 0.0034806757435757382, 'correct_prob_per_char': 0.2880635564661432, 'margin': -5.613747527374984e-06, 'margin_per_token': -0.0019140268498840372, 'margin_per_char': -0.05604867299051028, 'total_prob': 5.838752856227302e-05, 'total_prob_per_token': 0.012467576538524424, 'total_prob_per_char': 1.1143488804833508, 'uncond_correct_prob': 5.868736512762977e-06, 'uncond_correct_prob_per_token': 0.002109474090542633, 'uncond_correct_prob_per_char': 0.25852558929545827, 'uncond_total_prob': 2.189591515146707e-05, 'norm_correct_prob': 0.2321026792144293, 'norm_correct_prob_per_token': 0.26359499891581206, 'norm_correct_prob_per_char': 0.25951909279017, 'primary_metric': 0.24242424242424243}
10M
DCLM-Baseline
mmlu_high_school_geography
5,000
small aux 2
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4696969696969697, 'predicted_index_per_token': 1.5606060606060606, 'predicted_index_per_char': 1.5555555555555556, 'predicted_index_per_byte': 1.5555555555555556, 'predicted_index_uncond': 1.621212121212121, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2474747474747475, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2878787878787879, 'acc_per_byte': 0.2878787878787879, 'acc_uncond': 0.2878787878787879, 'no_answer': 0.0, 'sum_logits_corr': -28.253218342559506, 'logits_per_token_corr': -6.542839193519411, 'logits_per_char_corr': -1.2715794746618425, 'bits_per_byte_corr': 1.8280586523347306, 'correct_prob': 3.763219807247256e-05, 'correct_prob_per_token': 0.004994296628626721, 'correct_prob_per_char': 0.314536488704687, 'margin': -8.635796064826273e-06, 'margin_per_token': -0.0026280007178046435, 'margin_per_char': -0.05631191649545274, 'total_prob': 0.00010011780269865612, 'total_prob_per_token': 0.017613945379700215, 'total_prob_per_char': 1.204877944876214, 'uncond_correct_prob': 1.5177592885662606e-05, 'uncond_correct_prob_per_token': 0.0027850238460481176, 'uncond_correct_prob_per_char': 0.2771438847454628, 'uncond_total_prob': 4.50318119212279e-05, 'norm_correct_prob': 0.25164811371172735, 'norm_correct_prob_per_token': 0.2735332150845837, 'norm_correct_prob_per_char': 0.2616099718249657, 'primary_metric': 0.2474747474747475}
10M
DCLM-Baseline
mmlu_high_school_geography
5,000
small aux 3
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.4292929292929293, 'predicted_index_per_token': 1.5656565656565657, 'predicted_index_per_char': 1.6363636363636365, 'predicted_index_per_byte': 1.6363636363636365, 'predicted_index_uncond': 1.7575757575757576, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.19696969696969696, 'acc_per_token': 0.2828282828282828, 'acc_per_char': 0.2676767676767677, 'acc_per_byte': 0.2676767676767677, 'acc_uncond': 0.30303030303030304, 'no_answer': 0.0, 'sum_logits_corr': -29.17924036160864, 'logits_per_token_corr': -6.982427181158826, 'logits_per_char_corr': -1.3391691966857242, 'bits_per_byte_corr': 1.9256447951553657, 'correct_prob': 1.2444629363749311e-05, 'correct_prob_per_token': 0.004438956581302974, 'correct_prob_per_char': 0.2949906937920674, 'margin': -2.3902976442624724e-06, 'margin_per_token': -0.002308372481104094, 'margin_per_char': -0.06047114877367509, 'total_prob': 3.129062969097814e-05, 'total_prob_per_token': 0.015985017327763258, 'total_prob_per_char': 1.1458120059110968, 'uncond_correct_prob': 1.4306024781830113e-05, 'uncond_correct_prob_per_token': 0.0028282460039107064, 'uncond_correct_prob_per_char': 0.2804322311997025, 'uncond_total_prob': 4.206221093456724e-05, 'norm_correct_prob': 0.22106248705587342, 'norm_correct_prob_per_token': 0.26457326932189423, 'norm_correct_prob_per_char': 0.25836083604287224, 'primary_metric': 0.19696969696969696}
10M
DCLM-Baseline
mmlu_high_school_geography
5,000
default
5xC
327,680,000
19,465,041,346,560,000
{'predicted_index_raw': 1.3838383838383839, 'predicted_index_per_token': 1.5606060606060606, 'predicted_index_per_char': 1.595959595959596, 'predicted_index_per_byte': 1.595959595959596, 'predicted_index_uncond': 1.5909090909090908, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25252525252525254, 'acc_per_token': 0.24242424242424243, 'acc_per_char': 0.2474747474747475, 'acc_per_byte': 0.2474747474747475, 'acc_uncond': 0.25252525252525254, 'no_answer': 0.0, 'sum_logits_corr': -28.566003457464355, 'logits_per_token_corr': -6.643948959190551, 'logits_per_char_corr': -1.2851881112056625, 'bits_per_byte_corr': 1.8479826895218012, 'correct_prob': 2.912636505235535e-05, 'correct_prob_per_token': 0.0049135869454232685, 'correct_prob_per_char': 0.30923506004066476, 'margin': -2.1119410664828348e-05, 'margin_per_token': -0.0023516971073161376, 'margin_per_char': -0.058528871055781535, 'total_prob': 9.755670129399668e-05, 'total_prob_per_token': 0.017086136676544395, 'total_prob_per_char': 1.1956339897192592, 'uncond_correct_prob': 1.2587457669814945e-05, 'uncond_correct_prob_per_token': 0.0024099941373855014, 'uncond_correct_prob_per_char': 0.270689791370324, 'uncond_total_prob': 4.9938513693541286e-05, 'norm_correct_prob': 0.25030174195965177, 'norm_correct_prob_per_token': 0.2605262332309112, 'norm_correct_prob_per_char': 0.2598122388672699, 'primary_metric': 0.25252525252525254}
10M
DCLM-Baseline
mmlu_high_school_geography
7,500
small aux 2
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.4242424242424243, 'predicted_index_per_token': 1.6161616161616161, 'predicted_index_per_char': 1.621212121212121, 'predicted_index_per_byte': 1.621212121212121, 'predicted_index_uncond': 1.378787878787879, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.26262626262626265, 'acc_per_token': 0.29292929292929293, 'acc_per_char': 0.29797979797979796, 'acc_per_byte': 0.29797979797979796, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -27.87257214989325, 'logits_per_token_corr': -6.543643617660725, 'logits_per_char_corr': -1.254772057996538, 'bits_per_byte_corr': 1.804595228404636, 'correct_prob': 2.405119239448059e-05, 'correct_prob_per_token': 0.005780002597821618, 'correct_prob_per_char': 0.3163770539175838, 'margin': -7.408234706537751e-06, 'margin_per_token': -0.002136375036696933, 'margin_per_char': -0.0503298301758243, 'total_prob': 6.66346450042125e-05, 'total_prob_per_token': 0.01917389870731326, 'total_prob_per_char': 1.2084142664420416, 'uncond_correct_prob': 5.2657436882922614e-06, 'uncond_correct_prob_per_token': 0.0027001385992275057, 'uncond_correct_prob_per_char': 0.2777800651579012, 'uncond_total_prob': 2.3982286117891625e-05, 'norm_correct_prob': 0.25641877950291003, 'norm_correct_prob_per_token': 0.28238118749892327, 'norm_correct_prob_per_char': 0.26270831325267013, 'primary_metric': 0.26262626262626265}
10M
DCLM-Baseline
mmlu_high_school_geography
7,500
small aux 3
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.4848484848484849, 'predicted_index_per_token': 1.5757575757575757, 'predicted_index_per_char': 1.606060606060606, 'predicted_index_per_byte': 1.6161616161616161, 'predicted_index_uncond': 1.5808080808080809, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.23232323232323232, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.2878787878787879, 'no_answer': 0.0, 'sum_logits_corr': -28.580378968306263, 'logits_per_token_corr': -6.762464007290294, 'logits_per_char_corr': -1.302325723849741, 'bits_per_byte_corr': 1.8724917234587628, 'correct_prob': 3.6267813433185965e-05, 'correct_prob_per_token': 0.0047334647675420114, 'correct_prob_per_char': 0.3046379110090357, 'margin': -2.697725934567127e-06, 'margin_per_token': -0.002596970673305294, 'margin_per_char': -0.05915277206445629, 'total_prob': 8.424406554716214e-05, 'total_prob_per_token': 0.017056180694255723, 'total_prob_per_char': 1.1732133704030707, 'uncond_correct_prob': 1.8523805505998625e-05, 'uncond_correct_prob_per_token': 0.003069053557654357, 'uncond_correct_prob_per_char': 0.28709894921356105, 'uncond_total_prob': 6.54994280291365e-05, 'norm_correct_prob': 0.2290004295899746, 'norm_correct_prob_per_token': 0.2716141494205213, 'norm_correct_prob_per_char': 0.26149849393482133, 'primary_metric': 0.23232323232323232}
10M
DCLM-Baseline
mmlu_high_school_geography
7,500
default
5xC
491,520,000
29,197,562,019,840,000
{'predicted_index_raw': 1.4393939393939394, 'predicted_index_per_token': 1.5101010101010102, 'predicted_index_per_char': 1.601010101010101, 'predicted_index_per_byte': 1.601010101010101, 'predicted_index_uncond': 1.5454545454545454, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25757575757575757, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.29292929292929293, 'acc_per_byte': 0.29292929292929293, 'acc_uncond': 0.26262626262626265, 'no_answer': 0.0, 'sum_logits_corr': -28.614217433062468, 'logits_per_token_corr': -6.699943619893166, 'logits_per_char_corr': -1.295431624104873, 'bits_per_byte_corr': 1.8624248586082583, 'correct_prob': 2.32377187316576e-05, 'correct_prob_per_token': 0.004474704253326393, 'correct_prob_per_char': 0.30724395751616573, 'margin': -3.728298504936743e-06, 'margin_per_token': -0.0026058506323391475, 'margin_per_char': -0.05453745169597991, 'total_prob': 5.976286215879724e-05, 'total_prob_per_token': 0.016232519516024717, 'total_prob_per_char': 1.1845418043911993, 'uncond_correct_prob': 1.2826708270416987e-05, 'uncond_correct_prob_per_token': 0.002590363149838428, 'uncond_correct_prob_per_char': 0.2788682028554672, 'uncond_total_prob': 3.494974186248803e-05, 'norm_correct_prob': 0.2553326987680337, 'norm_correct_prob_per_token': 0.269398896948409, 'norm_correct_prob_per_char': 0.2597973151299341, 'primary_metric': 0.25757575757575757}
10M
DCLM-Baseline
mmlu_high_school_geography
8,750
small aux 2
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.4545454545454546, 'predicted_index_per_token': 1.5303030303030303, 'predicted_index_per_char': 1.5909090909090908, 'predicted_index_per_byte': 1.5909090909090908, 'predicted_index_uncond': 1.5353535353535352, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25757575757575757, 'acc_per_token': 0.2878787878787879, 'acc_per_char': 0.31313131313131315, 'acc_per_byte': 0.31313131313131315, 'acc_uncond': 0.2676767676767677, 'no_answer': 0.0, 'sum_logits_corr': -27.33758420173568, 'logits_per_token_corr': -6.415407185718224, 'logits_per_char_corr': -1.234191320831667, 'bits_per_byte_corr': 1.7742041816262324, 'correct_prob': 2.886672510414147e-05, 'correct_prob_per_token': 0.006006496828094375, 'correct_prob_per_char': 0.32367687177713345, 'margin': -1.8435778458310402e-07, 'margin_per_token': -0.0024467985719579086, 'margin_per_char': -0.05160810894066692, 'total_prob': 7.118091734411997e-05, 'total_prob_per_token': 0.020397121292283812, 'total_prob_per_char': 1.23668932431019, 'uncond_correct_prob': 6.718325056019999e-06, 'uncond_correct_prob_per_token': 0.0025130854388021036, 'uncond_correct_prob_per_char': 0.2724278132685068, 'uncond_total_prob': 2.445452921764451e-05, 'norm_correct_prob': 0.26747300641232213, 'norm_correct_prob_per_token': 0.2746243168774476, 'norm_correct_prob_per_char': 0.26254650388424366, 'primary_metric': 0.25757575757575757}
10M
DCLM-Baseline
mmlu_high_school_geography
8,750
small aux 3
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.3838383838383839, 'predicted_index_per_token': 1.6515151515151516, 'predicted_index_per_char': 1.5454545454545454, 'predicted_index_per_byte': 1.5454545454545454, 'predicted_index_uncond': 1.6414141414141414, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.21717171717171718, 'acc_per_token': 0.2777777777777778, 'acc_per_char': 0.25757575757575757, 'acc_per_byte': 0.25757575757575757, 'acc_uncond': 0.29797979797979796, 'no_answer': 0.0, 'sum_logits_corr': -27.66270185961868, 'logits_per_token_corr': -6.451509345406259, 'logits_per_char_corr': -1.2466451913083474, 'bits_per_byte_corr': 1.7924693873532462, 'correct_prob': 4.546996499058275e-05, 'correct_prob_per_token': 0.005808117542183557, 'correct_prob_per_char': 0.31977043717378006, 'margin': -1.8835088550692415e-05, 'margin_per_token': -0.0033929027953305702, 'margin_per_char': -0.06110622236157016, 'total_prob': 0.000135029987680182, 'total_prob_per_token': 0.0211698552250306, 'total_prob_per_char': 1.2360688867014633, 'uncond_correct_prob': 9.895090511190185e-06, 'uncond_correct_prob_per_token': 0.002891844875495831, 'uncond_correct_prob_per_char': 0.28098977808723224, 'uncond_total_prob': 3.214550900632112e-05, 'norm_correct_prob': 0.22853415898776555, 'norm_correct_prob_per_token': 0.2696960686105714, 'norm_correct_prob_per_char': 0.26026834627073536, 'primary_metric': 0.21717171717171718}
10M
DCLM-Baseline
mmlu_high_school_geography
8,750
default
5xC
573,440,000
34,063,822,356,480,000
{'predicted_index_raw': 1.3686868686868687, 'predicted_index_per_token': 1.5505050505050506, 'predicted_index_per_char': 1.5808080808080809, 'predicted_index_per_byte': 1.5808080808080809, 'predicted_index_uncond': 1.5707070707070707, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2727272727272727, 'acc_per_token': 0.29292929292929293, 'acc_per_char': 0.29292929292929293, 'acc_per_byte': 0.29292929292929293, 'acc_uncond': 0.2727272727272727, 'no_answer': 0.0, 'sum_logits_corr': -28.679694382831304, 'logits_per_token_corr': -6.7337240950420245, 'logits_per_char_corr': -1.2965694251393494, 'bits_per_byte_corr': 1.8640809402544776, 'correct_prob': 2.1955423330302147e-05, 'correct_prob_per_token': 0.004697526275330437, 'correct_prob_per_char': 0.3064150968754064, 'margin': -1.5020757993689032e-05, 'margin_per_token': -0.002358190111228827, 'margin_per_char': -0.05899945142422966, 'total_prob': 7.351051835299993e-05, 'total_prob_per_token': 0.01651518515567119, 'total_prob_per_char': 1.182560344281912, 'uncond_correct_prob': 2.0085144916062306e-05, 'uncond_correct_prob_per_token': 0.0025315448773004724, 'uncond_correct_prob_per_char': 0.2804711306597149, 'uncond_total_prob': 8.59084980159509e-05, 'norm_correct_prob': 0.24303914443727556, 'norm_correct_prob_per_token': 0.2691511622050987, 'norm_correct_prob_per_char': 0.2601525399071125, 'primary_metric': 0.2727272727272727}
10M
DCLM-Baseline
mmlu_high_school_geography
10,000
small aux 2
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.4747474747474747, 'predicted_index_per_token': 1.6161616161616161, 'predicted_index_per_char': 1.595959595959596, 'predicted_index_per_byte': 1.595959595959596, 'predicted_index_uncond': 1.6363636363636365, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2878787878787879, 'acc_per_token': 0.2878787878787879, 'acc_per_char': 0.29292929292929293, 'acc_per_byte': 0.29292929292929293, 'acc_uncond': 0.30303030303030304, 'no_answer': 0.0, 'sum_logits_corr': -27.26143860576129, 'logits_per_token_corr': -6.411718566390614, 'logits_per_char_corr': -1.2285522069571453, 'bits_per_byte_corr': 1.7665001193441374, 'correct_prob': 2.4035942163023427e-05, 'correct_prob_per_token': 0.0067767300058658485, 'correct_prob_per_char': 0.32439862460878555, 'margin': -1.3790477522106943e-05, 'margin_per_token': -0.0020433132809145973, 'margin_per_char': -0.05267072298217582, 'total_prob': 7.618178257472053e-05, 'total_prob_per_token': 0.022138837798509874, 'total_prob_per_char': 1.243172095778131, 'uncond_correct_prob': 5.452010018495803e-06, 'uncond_correct_prob_per_token': 0.0025564496203766265, 'uncond_correct_prob_per_char': 0.27361601481800074, 'uncond_total_prob': 1.9382151532363617e-05, 'norm_correct_prob': 0.27494092551739796, 'norm_correct_prob_per_token': 0.28051656885099596, 'norm_correct_prob_per_char': 0.2619068242249866, 'primary_metric': 0.2878787878787879}
10M
DCLM-Baseline
mmlu_high_school_geography
10,000
small aux 3
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.3838383838383839, 'predicted_index_per_token': 1.5555555555555556, 'predicted_index_per_char': 1.5252525252525253, 'predicted_index_per_byte': 1.5252525252525253, 'predicted_index_uncond': 1.6666666666666667, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.24242424242424243, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.25757575757575757, 'acc_per_byte': 0.25757575757575757, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -27.65743494756294, 'logits_per_token_corr': -6.509273921654121, 'logits_per_char_corr': -1.248515301520302, 'bits_per_byte_corr': 1.794951808451323, 'correct_prob': 3.0912505327262454e-05, 'correct_prob_per_token': 0.005821898079933511, 'correct_prob_per_char': 0.31940268406670136, 'margin': -8.226852287464804e-06, 'margin_per_token': -0.0030429254172728436, 'margin_per_char': -0.058282180410154816, 'total_prob': 8.177223232500188e-05, 'total_prob_per_token': 0.020855037598643072, 'total_prob_per_char': 1.230839927342671, 'uncond_correct_prob': 7.63847023036288e-06, 'uncond_correct_prob_per_token': 0.002667445218659776, 'uncond_correct_prob_per_char': 0.2782388230283888, 'uncond_total_prob': 2.610720749089448e-05, 'norm_correct_prob': 0.24134023608311928, 'norm_correct_prob_per_token': 0.2717109251330232, 'norm_correct_prob_per_char': 0.2610390482233325, 'primary_metric': 0.24242424242424243}
10M
DCLM-Baseline
mmlu_high_school_geography
10,000
default
5xC
655,360,000
38,930,082,693,120,000
{'predicted_index_raw': 1.47979797979798, 'predicted_index_per_token': 1.6161616161616161, 'predicted_index_per_char': 1.5707070707070707, 'predicted_index_per_byte': 1.5707070707070707, 'predicted_index_uncond': 1.6313131313131313, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25252525252525254, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.2676767676767677, 'acc_per_byte': 0.2676767676767677, 'acc_uncond': 0.2777777777777778, 'no_answer': 0.0, 'sum_logits_corr': -27.785569361966065, 'logits_per_token_corr': -6.464811352752874, 'logits_per_char_corr': -1.2519566602073002, 'bits_per_byte_corr': 1.7996900781434948, 'correct_prob': 3.643104529613274e-05, 'correct_prob_per_token': 0.005446284788180139, 'correct_prob_per_char': 0.31965315978526887, 'margin': -7.308563186813552e-06, 'margin_per_token': -0.0028149660325774576, 'margin_per_char': -0.05695930154655291, 'total_prob': 9.562385253807464e-05, 'total_prob_per_token': 0.019523497837722684, 'total_prob_per_char': 1.233980095880325, 'uncond_correct_prob': 9.701272090686408e-06, 'uncond_correct_prob_per_token': 0.00222154918415241, 'uncond_correct_prob_per_char': 0.2619591071114661, 'uncond_total_prob': 2.4124609146601743e-05, 'norm_correct_prob': 0.24468984975649696, 'norm_correct_prob_per_token': 0.2666061688759227, 'norm_correct_prob_per_char': 0.25923338253036365, 'primary_metric': 0.25252525252525254}
10M
DCLM-Baseline
mmlu_high_school_geography
11,250
small aux 2
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.398989898989899, 'predicted_index_per_token': 1.4898989898989898, 'predicted_index_per_char': 1.5454545454545454, 'predicted_index_per_byte': 1.5454545454545454, 'predicted_index_uncond': 1.5151515151515151, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2777777777777778, 'acc_per_token': 0.2828282828282828, 'acc_per_char': 0.2727272727272727, 'acc_per_byte': 0.2727272727272727, 'acc_uncond': 0.25252525252525254, 'no_answer': 0.0, 'sum_logits_corr': -26.744725562105277, 'logits_per_token_corr': -6.239078318984207, 'logits_per_char_corr': -1.202036555410432, 'bits_per_byte_corr': 1.7281698847180578, 'correct_prob': 4.627297739492264e-05, 'correct_prob_per_token': 0.007655158452293314, 'correct_prob_per_char': 0.33389463876234204, 'margin': -1.83525315446254e-05, 'margin_per_token': -0.003299356221864298, 'margin_per_char': -0.05633418765747073, 'total_prob': 0.00014226372499839682, 'total_prob_per_token': 0.02563987580577495, 'total_prob_per_char': 1.281936723437341, 'uncond_correct_prob': 5.213022583655037e-06, 'uncond_correct_prob_per_token': 0.0023171440504642436, 'uncond_correct_prob_per_char': 0.26818241037030915, 'uncond_total_prob': 2.1983466216709044e-05, 'norm_correct_prob': 0.2645504258016501, 'norm_correct_prob_per_token': 0.27767397982549075, 'norm_correct_prob_per_char': 0.2613539643822353, 'primary_metric': 0.2777777777777778}
10M
DCLM-Baseline
mmlu_high_school_geography
11,250
small aux 3
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.4696969696969697, 'predicted_index_per_token': 1.5707070707070707, 'predicted_index_per_char': 1.5404040404040404, 'predicted_index_per_byte': 1.5505050505050506, 'predicted_index_uncond': 1.601010101010101, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2474747474747475, 'acc_per_token': 0.2878787878787879, 'acc_per_char': 0.2777777777777778, 'acc_per_byte': 0.2777777777777778, 'acc_uncond': 0.30808080808080807, 'no_answer': 0.0, 'sum_logits_corr': -27.627998460422862, 'logits_per_token_corr': -6.465089627489973, 'logits_per_char_corr': -1.2436382601105518, 'bits_per_byte_corr': 1.787701811517403, 'correct_prob': 4.6422981296271756e-05, 'correct_prob_per_token': 0.0061242749826252605, 'correct_prob_per_char': 0.3216885251105666, 'margin': -1.3499292078126437e-05, 'margin_per_token': -0.0028684481074919177, 'margin_per_char': -0.059622015417245905, 'total_prob': 0.0001283859729240494, 'total_prob_per_token': 0.021189323492611677, 'total_prob_per_char': 1.2411235859594552, 'uncond_correct_prob': 1.0210070816905964e-05, 'uncond_correct_prob_per_token': 0.0030782613823834987, 'uncond_correct_prob_per_char': 0.2861263645907674, 'uncond_total_prob': 3.1161175021723557e-05, 'norm_correct_prob': 0.23550967896323552, 'norm_correct_prob_per_token': 0.27152402333382597, 'norm_correct_prob_per_char': 0.2603861678654575, 'primary_metric': 0.2474747474747475}
10M
DCLM-Baseline
mmlu_high_school_geography
11,250
default
5xC
737,280,000
43,796,343,029,760,000
{'predicted_index_raw': 1.4646464646464648, 'predicted_index_per_token': 1.6111111111111112, 'predicted_index_per_char': 1.621212121212121, 'predicted_index_per_byte': 1.621212121212121, 'predicted_index_uncond': 1.606060606060606, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.25252525252525254, 'acc_per_token': 0.24242424242424243, 'acc_per_char': 0.31313131313131315, 'acc_per_byte': 0.31313131313131315, 'acc_uncond': 0.29797979797979796, 'no_answer': 0.0, 'sum_logits_corr': -27.800230678885875, 'logits_per_token_corr': -6.596977685111055, 'logits_per_char_corr': -1.2728025302327028, 'bits_per_byte_corr': 1.8298290252337148, 'correct_prob': 2.957606633492903e-05, 'correct_prob_per_token': 0.005486784196714096, 'correct_prob_per_char': 0.31438704306098303, 'margin': -1.232217935730014e-05, 'margin_per_token': -0.0025205861446633633, 'margin_per_char': -0.0547895321988498, 'total_prob': 8.471155081039519e-05, 'total_prob_per_token': 0.01900931494761656, 'total_prob_per_char': 1.2115122424511549, 'uncond_correct_prob': 7.534947488731179e-06, 'uncond_correct_prob_per_token': 0.0021599489980934027, 'uncond_correct_prob_per_char': 0.26288498117000914, 'uncond_total_prob': 2.0014639590018085e-05, 'norm_correct_prob': 0.24814185361538907, 'norm_correct_prob_per_token': 0.27480190229092916, 'norm_correct_prob_per_char': 0.25955878307518326, 'primary_metric': 0.25252525252525254}
10M
DCLM-Baseline
mmlu_high_school_geography
12,500
small aux 2
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.3838383838383839, 'predicted_index_per_token': 1.5303030303030303, 'predicted_index_per_char': 1.5505050505050506, 'predicted_index_per_byte': 1.5505050505050506, 'predicted_index_uncond': 1.5606060606060606, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.26262626262626265, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.26262626262626265, 'acc_per_byte': 0.26262626262626265, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -26.310197384670527, 'logits_per_token_corr': -6.125094851822432, 'logits_per_char_corr': -1.1786104252103862, 'bits_per_byte_corr': 1.6947529829368986, 'correct_prob': 6.569593241710898e-05, 'correct_prob_per_token': 0.008424189954577402, 'correct_prob_per_char': 0.3408017959296518, 'margin': -2.45023995246591e-05, 'margin_per_token': -0.003230772756534258, 'margin_per_char': -0.05848976978147672, 'total_prob': 0.00019641830004877756, 'total_prob_per_token': 0.027992897198781806, 'total_prob_per_char': 1.3153037343882246, 'uncond_correct_prob': 5.927183547878755e-06, 'uncond_correct_prob_per_token': 0.002566536320960435, 'uncond_correct_prob_per_char': 0.27228276486647746, 'uncond_total_prob': 2.0863502761956294e-05, 'norm_correct_prob': 0.26050071079581527, 'norm_correct_prob_per_token': 0.27169612488488987, 'norm_correct_prob_per_char': 0.259201815469413, 'primary_metric': 0.26262626262626265}
10M
DCLM-Baseline
mmlu_high_school_geography
12,500
small aux 3
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.4696969696969697, 'predicted_index_per_token': 1.5808080808080809, 'predicted_index_per_char': 1.5858585858585859, 'predicted_index_per_byte': 1.5858585858585859, 'predicted_index_uncond': 1.6262626262626263, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.22727272727272727, 'acc_per_token': 0.2727272727272727, 'acc_per_char': 0.25757575757575757, 'acc_per_byte': 0.25757575757575757, 'acc_uncond': 0.2828282828282828, 'no_answer': 0.0, 'sum_logits_corr': -27.606127413836393, 'logits_per_token_corr': -6.534871832165866, 'logits_per_char_corr': -1.2600015645505083, 'bits_per_byte_corr': 1.8113742420858467, 'correct_prob': 4.017955204099195e-05, 'correct_prob_per_token': 0.006209446968038633, 'correct_prob_per_char': 0.31901408786241375, 'margin': -1.692441430917788e-05, 'margin_per_token': -0.0033581399119749153, 'margin_per_char': -0.06184680313390808, 'total_prob': 0.00011425928166815627, 'total_prob_per_token': 0.022141174275850394, 'total_prob_per_char': 1.2319968567442396, 'uncond_correct_prob': 7.286740621220888e-06, 'uncond_correct_prob_per_token': 0.0028124158064221287, 'uncond_correct_prob_per_char': 0.28027445382345, 'uncond_total_prob': 2.352140038051507e-05, 'norm_correct_prob': 0.22191139143421862, 'norm_correct_prob_per_token': 0.26981477845183705, 'norm_correct_prob_per_char': 0.2593472267340479, 'primary_metric': 0.22727272727272727}
10M
DCLM-Baseline
mmlu_high_school_geography
12,500
default
5xC
819,200,000
48,662,603,366,400,000
{'predicted_index_raw': 1.4696969696969697, 'predicted_index_per_token': 1.5656565656565657, 'predicted_index_per_char': 1.6161616161616161, 'predicted_index_per_byte': 1.6161616161616161, 'predicted_index_uncond': 1.702020202020202, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.26262626262626265, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.30303030303030304, 'acc_per_byte': 0.30303030303030304, 'acc_uncond': 0.3282828282828283, 'no_answer': 0.0, 'sum_logits_corr': -26.773953459479593, 'logits_per_token_corr': -6.204266399200308, 'logits_per_char_corr': -1.2026121890760815, 'bits_per_byte_corr': 1.729057968379728, 'correct_prob': 8.6374110121223e-05, 'correct_prob_per_token': 0.006567176185477409, 'correct_prob_per_char': 0.3329996907905192, 'margin': -3.1926505216791467e-07, 'margin_per_token': -0.003098604737146514, 'margin_per_char': -0.056235165138447785, 'total_prob': 0.00020884755251842377, 'total_prob_per_token': 0.023007466930799875, 'total_prob_per_char': 1.2813336126248993, 'uncond_correct_prob': 9.906093927884662e-06, 'uncond_correct_prob_per_token': 0.0024725767353006977, 'uncond_correct_prob_per_char': 0.2724030395919009, 'uncond_total_prob': 2.5375653741131955e-05, 'norm_correct_prob': 0.25381984390769885, 'norm_correct_prob_per_token': 0.2741455928315893, 'norm_correct_prob_per_char': 0.26009618532312945, 'primary_metric': 0.26262626262626265}
10M
DCLM-Baseline
mmlu_high_school_geography
13,750
small aux 2
5xC
901,120,000
53,528,863,703,040,000
{'predicted_index_raw': 1.4242424242424243, 'predicted_index_per_token': 1.5, 'predicted_index_per_char': 1.5909090909090908, 'predicted_index_per_byte': 1.5909090909090908, 'predicted_index_uncond': 1.47979797979798, 'correct_choice': 1.7828282828282829, 'acc_raw': 0.2878787878787879, 'acc_per_token': 0.2676767676767677, 'acc_per_char': 0.2828282828282828, 'acc_per_byte': 0.2828282828282828, 'acc_uncond': 0.2474747474747475, 'no_answer': 0.0, 'sum_logits_corr': -26.292130046420628, 'logits_per_token_corr': -6.106208118018187, 'logits_per_char_corr': -1.1790717243935944, 'bits_per_byte_corr': 1.6953402437396283, 'correct_prob': 6.537297127816763e-05, 'correct_prob_per_token': 0.007891315377849475, 'correct_prob_per_char': 0.3404492178429279, 'margin': -2.2486052559304034e-05, 'margin_per_token': -0.0035153588537689745, 'margin_per_char': -0.0572489655248189, 'total_prob': 0.0001900919120195741, 'total_prob_per_token': 0.02717946706578388, 'total_prob_per_char': 1.3107622530386154, 'uncond_correct_prob': 6.336934519196938e-06, 'uncond_correct_prob_per_token': 0.0026560950390417054, 'uncond_correct_prob_per_char': 0.27629743813196866, 'uncond_total_prob': 2.1317199434016657e-05, 'norm_correct_prob': 0.2694022487391812, 'norm_correct_prob_per_token': 0.2727944505569057, 'norm_correct_prob_per_char': 0.2604708990265303, 'primary_metric': 0.2878787878787879}